Get inspired by design stories

Monthly UX and product design case studies. Trusted by designers from companies like Apple, Google and Spotify. It's 100% free.

case study of gallery

"Such a valuable resource."

case study of gallery

“Always appreciate it, truly.”

case study of gallery

“This is lovely.”

case study of gallery

Latest case studies

The Evolution Of Google Maps & Colour Picking Methodology

The Evolution Of Google Maps & Colour Picking Methodology

Avast Design Internship Case Study

Avast Design Internship Case Study

Knowledge Depot - ElleHacks Winner

Knowledge Depot - ElleHacks Winner

Product Card: a micro case study

Product Card: a micro case study

Redesigning the Office App Icons to Embrace a New World of Work

Redesigning the Office App Icons to Embrace a New World of Work

Popular categories, from the journal.

Adapting an outcome-centric mindset

Adapting an outcome-centric mindset

Stop Trying to Fit in With Your Portfolio

Stop Trying to Fit in With Your Portfolio

Case Study Talk

Case Study Talk

How to Accelerate Your Design Career

How to Accelerate Your Design Career

How to Break Into the World of UX Consulting

How to Break Into the World of UX Consulting

case study of gallery

A Mobile Virtual Tour App for an Art Gallery

Case study: sago galleries.

This case study is inspired by a Sharpen prompt to create a mobile virtual tour app for an art gallery. It is a documentation of my portfolio project that I completed as part of the first five courses of the Google UX Design Professional Certification. Duration: Two months (December 2022 + February 2023)
 Role: Product Designer + Graphic Designer

The incorporation of digital technology into the art world has served to facilitate processes and administration. For a world that has traditionally been high-touch, high-tech systems that enable nimbler transactions of tickets and art works are welcome. In the past few years, galleries have been exploring digital means to elevate their presentation and engagement with art enthusiasts and collectors. David Zwirner, one of the world’s leading art galleries, was an early adopter of using technology to present artists and their body of work through Online Viewing Rooms (OVRs) since 2017. The gallery saw an in increase sales volume via its viewing room by 200% a year after its launch and 400% year-on-year in 2019. The virtual realm holds promise for art galleries. While the pivot to online platforms was a strategic move for many galleries during the recent pandemic, it has presented galleries a glimpse into untapped opportunities for client engagement. For one, these viewing rooms have been well received by the Asian market. Post-pandemic sales of artworks continue to be robust through such channels. People are nonetheless still eager to return to the galleries. There is much to be explored with technology as a medium to interface the physical realm with the digital realm.

David Zwirner’s Online Viewing Room for Josh Smith’s Hand-Painted Monotypes

“Design a virtual tour app for an art gallery”

In order to provide a more grounded basis for this mobile app case study, I decided to flesh out some hypothetical contextual information.

case study of gallery

Sharpen Prompt Design Challenge Generator

Sago Galleries is a leading medium-sized art gallery for contemporary Asian art that represents and nurtures early and mid-career artists of Asian descent or who are based in Asia. They have galleries in Singapore, Hong Kong, Seoul and Jakarta. Sago Galleries wants to leverage a mobile app to build an online presence and increase their outreach across Asia. I consider what a mobile app could look like and what a virtual tour feature could do for users who are using this app outside of their galleries. The Sago team hopes the app will draw more visitors to visit their on-site premises and to purchase artworks.

There are two distinct contexts in which the target user would access this app. The first context is when the user is not on the galleries’ premises, while the second context is when the user is physically present at the galleries. The scope of this project will focus on developing a flow for the user in the first context.

Exploratory Research and Competitive Audit

When creating an experience like a virtual tour, I framed my foundational research around these essential questions:

  • What information do users seek and need to make the decision to visit a gallery in person?
  • What would users expect from an art gallery’s virtual tour?
  • What are the affordances and limitations of mobile devices when it comes to viewing a virtual tour?

To get a sense of where Sago Galleries’ mobile app would be positioned among existing products, I looked at a few direct and non-direct competitors. I chose apps that allowed users to explore and engage with art, whether through interactive Augmented Reality (AR) filters or gallery guides. I also looked at apps that served mainly as a platform for the purchase and sales of art works. Through this competitive audit, I got an understanding of what features Sago Galleries should offer to users as a baseline and how it might be able to differentiate itself from the rest.

case study of gallery

Table 1: A comparison of features across six art-related mobile apps *Artsy and The Artling’s apps are free for users, but they do offer paid art consultancy services separately.

Foregrounding the User

Based on the profiles provided in the Google UX Design course, one apparent group of users was a constellation of young professionals who have a passion or budding interest in art. While they are not formal or full-time artists, they typically look to expand their art knowledge and cultivate their aesthetic sensibilities. I thus came up with a user persona called Ming.

User Journey Map

I mapped out Ming’s journey and the steps he would take when making a visit to an art gallery and attending an exhibit. I started by listing the actions (as indicated across the cells in the first row of the table above) and then indicating the accompanying tasks Ming had to do and any associated emotion(s) I would imagine he might have for each action.

case study of gallery

Figure 2. User Journey Map of Ming Making a Visit to an Art Gallery

With reference to the user journey map, I identified pain points and potential improvements that can be made to enhance Ming’s experience at the gallery. I segmented the journey and outline the two contexts in which Ming will use the mobile app — the first context is when he is planning a trip to the gallery and the second context is when he is at the gallery.
 I decided to focus on the first two actions since he faces significant pain points at these junctures, which a virtual tour app can help address these pain points.

Proposed User Flow

case study of gallery

Figure 3. Main User Flow for Viewing Virtual Tour and Purchasing Tickets

Wireframes, Prototypes and Usability Studies

Low-fidelity wireframes and prototype.

With the above research, user journey map and user flow in mind, I began ideating and creating different screens for the app. I first listed the essential elements and features for users like Ming. Then, I sketched paper wireframes for my first draft of the main user flow. In doing so, I mapped out the various elements and their placement and organisation on each screen.

I translated these paper wireframes into digital low-fidelity wireframes on Figma and fleshed out some details to ready them for the first round of usability testing with five users.

case study of gallery

Fig 4. Sketches of Paper Wireframes for Four Screens from the Main User Flow

case study of gallery

Figure 5 (a). Considering different form inputs for the Date Picker

case study of gallery

Figure 5 (b). Considering different form inputs for the Ticket Number Selector

case study of gallery

Figure 5 (c). Considering different form inputs for the Time Slot Picker

After receiving feedback from my usability test participants, I finalised the screens to develop into mock-ups and took the following insights to work on for the high-fidelity prototype:

  • Users would like current and upcoming exhibits to be clearly signposted
  • Users want to know what to expect from a 360° view of an exhibit
  • Users may want to find out more about “Friends of the Gallery”
  • Users would like for an interface that can support navigational ability to view the artworks in situ within the virtual exhibit environment.
  • Users would like to see more artwork-related info on the Exhibit Info Page and the 360° exhibit view

Sticker Sheet

Before I worked on the high-fidelity prototype, I built a sticker sheet to provide broad design guidelines for the app. I kept mostly to a clean, minimalist look as is expected of most art gallery websites and mobile apps.

case study of gallery

Fig 6. Sticker Sheet for the Sago Galleries App

I selected a mostly grayscale colour palette. Such a colour palette would focus the user’s attention on the assets of the exhibits and art works. For the accent colour, I chose ebony to give the app a slight pop of colour. For the typography, I chose to go with a neo-grotesque typeface, namely Neue Haas Unica Pro, to convey a sense of modernism and simplicity. I used fonts in varying weights and sizes to label and convey different textual information.

High-Fidelity Prototype

Tapping on the idea of atomic design, I utilised Figma’s component creation feature to build certain elements and section of pages. These components allow for user interactivity and state changes in the high-fidelity prototype.

case study of gallery

Fig 7. A Few Components Created for the High-Fidelity Prototype

I decided to design a 360° view of the exhibit space for the virtual tour feature and it will provide users with just enough information they need to buy tickets to come see the gallery in person. Keeping in mind the potential drawbacks of virtual tours , I decided to reference this video tutorial to set up user pathways that enable users to view more about a particular artwork.
 Using Photoshop, I created a 360° panoramic background stitched together using assets from various digital creators on Pexels and Shutterstock for the mock gallery. This is the most feasible option that allows user the closest to “being in the gallery” but also not compromise on the app’s latency time between action and response. The user will be able to have a look around the exhibit by dragging their finger across the screen.

Fig 8. A GIF Illustrating the a 360° View of the Exhibit

After creating the high-fidelity prototype, I set up for another round of user testing with five users (two repeat participants and three new participants) and made the following changes:

  • Changed bottom navigation bar to a floating hamburger menu
  • Removal of the section titled "At One of the Galleries?" to re-focus user flows for users outside of the gallery
  • Renaming the 360° view to Virtual Viewing Room (VVR) to reduce confusion about the virtual tour feature
  • Added data fields for Full Name and Email to the form so that tickets identified with the user

SOME THOUGHTS AND CONSIDERATIONS

“that's what technology is for, isn't it convenience.” participant 2.

All of the users found the main user flow to be straightforward; information about the exhibit is clearly displayed on the Exhibit Information Page. The Virtual Viewing Room offers the user an idea of how the exhibit will look like in person. Usability test participants think it is efficient in terms of purchasing timed-entry tickets. While I had set out to design a virtual art gallery tour app for users like Ming, there are other things that came up that questioned the app as a solution in and of itself. One of the participants (Participant 3) from the first usability study mentioned that she was not too inclined to download an app just to buy and present tickets at the exhibit. She would rather purchase tickets on the gallery website and separately present a digital copy of the ticket in person. Another participant (Participant 6) brought up a similar preference of using a desktop to purchase tickets for entry into museums and galleries because of how content-heavy these institutions’ websites can be. Moreover, such mobile apps are only feasible for sizeable art galleries. The uptake of such VVRs is limited by the financial and technical costs that are associated with creating the assets and hosting these assets on servers for users to access. This is typically a cost that can only be absorbed by bigger players.

Potential Next Steps

The next steps would be to consider and design for the second context in which users will use this app, i.e. in person at the gallery. The user flows developed for this context are more likely to justify the basis of Sago Galleries having a mobile app as it would allow users to access the app’s features on the move. It is also interesting to explore and expand on the possibility of VVRs beyond mobile devices, such as Virtual Reality headsets.

My Thanks To

  • Artists and Creators whose works I have incorporated to build the mock exhibit in the app
  • Andreaa CH, Francesco Ungaro, Aritz Jauregui, Matheus Bertelli, Juan Martin Lopez, Pew Nguyen , Adrien Olichon , Mike B , Poramet amongst many others
  • Two Figma community creators (Farshad and Purwa) from whom I have adopted their UI toolkits for the dropdown menu designs I used in my prototype
  • Hispanoamérica
  • Work at ArchDaily
  • Terms of Use
  • Privacy Policy
  • Cookie Policy

Gallery Systems Logo

  • Collections Managers
  • Museum Conservators
  • Digital Asset Managers
  • Collections Database Managers
  • Archive Management and Special Collections
  • Corporate Art Collections
  • Fine Art Collections
  • History Collections
  • Natural History Collections
  • Private Collections
  • Public Art Collections
  • Time-Based Media Collections
  • University Museum Collections
  • Collections Management
  • Online Collections
  • Conservation Documentation
  • Digital Asset Management
  • Consulting Services
  • Case Studies
  • Client Testimonials
  • Conversations with Clients
  • Our Experts
  • TMS Training
  • EmbARK Training

Collections Management Case Studies

Explore our museum collections management case studies for compelling, firsthand accounts from gallery systems clients, sharing their collections management experiences. learn how museum professionals tackle collection care challenges, from enhancing cataloguing standards and creating online collections , to implementing digital asset management systems, and orchestrating collection moves..

Exterior of the Museum of Making at Derby Silk Mill

Museum of Making at Derby Silk Mill

Building an in-person experience with eMuseum Inside the Museum of Making at Derby Silk Mill, visitors are treated to a look into the industrial past. Situated on the historic site of Lombe’s Mill, the Museum of Making showcases local manufacturing history and its role in ongoing innovations […]

Wide angle photo of castle-like mansion surrounded by trees. 

Glencairn Museum Case Study

Migrating to TMS Collections from its former CMS Glencairn Museum serves as a not-for-profit museum of religious art and history which stewards extensive collections of ancient Egyptian, ancient Greek, ancient Roman, medieval Christian, Islamic, Asian, and Native American arts. The team recently decided to step up the management of their 10,000-object collection by upgrading from their previous collection management system [...]

case study of gallery

20-Year Client Anniversary with Zurich University of the Arts

An Interview with Judith Scheiber Dahou, IT Project Manager Zurich University of the Arts is a leading arts university in Europe that has the unique benefit of having its own museum, the Museum für Gestaltung Zürich. The museum is the sole institution in Switzerland that, from 1875 onwards, has collected posters, graphic design and objects that represent quotidian design [...]

Blanton Museum of Art's Austin building (2015), East façade by Ellsworth Kelly | Blanton Museum of Art Case Study | Gallery Systems

Blanton Museum of Art Case Study

Transitioning to a New Collections Management System The Blanton Museum of Art recently took a step up with its collections management. As long-time users of EmbARK and EmbARK Web Kiosk, the team members decided to upgrade their collections management system to TMS Collections and their online collections software to eMuseum […]

Royal Ontario Museum | Natural History Collection Case Study | Gallery Systems

Royal Ontario Museum Case Study

Migrating Canada’s Largest Natural History Collection to a New Database Read how the Royal Ontario Museum (ROM), one of Toronto’s most acclaimed institutions, successfully completed the ambitious project of transferring 15 databases into a single collections management solution, The Museum System (TMS) and eMuseum […]

Louisiana State Museum | TMS Collections and Media Studio Case Study | Gallery Systems

Louisiana State Museum Case Study

Centralizing Collections Management across Multiple Museums Streamlining collections management within a single institution can be challenging, let alone for the Louisiana State Museum (LSM), an interconnected network of national landmarks. Comprised of long-time TMS users, the LSM team opted to upgrade to TMS Collections, while also adopting TMS Media Studio and managed hosting [...]

Crystal Bridges Museum Case Study. Photo by Dero Sanford, courtesy of the Museum.

Crystal Bridges Museum of American Art

Creating a Versatile Online Collection with eMuseum A relative newcomer to the cultural heritage institutions scene, Crystal Bridges Museum was interested in quickly raising its public profile. The Museum sought out creative ways to share its expansive collection of American art, spanning five centuries from the Colonial era into our [...]

Shangri La Museum of Islamic Art, Culture & Design | eMuseum Case Study | Gallery Systems

Shangri La Museum of Islamic Art, Culture & Design

Recreating the Visitor Experience Online with eMuseum The feelings of awe invoked by stepping into a museum such as Honolulu’s Shangri La Museum of Islamic Art, Culture & Design, transported to new worlds as you encounter each gallery and its objects, can be indescribable [...]

The Reef, Suzie Zuzek

Suzie Zuzek, Lilly Pulitzer, and The Suzie Zuzek Project

Discovering the Artist Behind an Iconic American Look Imagine a chance encounter launching you into the art world after discovering a 6,000-object archive of work by a brilliant, yet largely unknown artist. This is the course Becky Smith’s life took in 2007 when she first encountered Suzie Zuzek and her iconic textile [...]

Architectural drawing from the M+ archives | Case Study | Gallery Systems

M+ Case Study

Illuminating the Archives M+, a new museum in Hong Kong's West Kowloon Cultural District, has set out to become one of the world's largest museums of modern and contemporary visual culture and has spent the last several years collecting objects from around the globe. M+ also acquires [...]

Fragonard Room. Photo courtesy of The Frick Collection.

The Frick Collection Case Study

Preparing for Implementing Conservation Software The Frick Collection, located in New York City’s Upper East Side neighborhood, is one of the most well-known museums in the world, with a collection specializing in Old Master paintings and European sculpture and decorative arts predominantly dating from the 14th to 18th century. Henry Clay Frick, who built the Frick mansion as his home [...]

Moving Image Cataloguing

The imai Foundation

Cataloguing Time Based Media The City of Düsseldorf established the inter media art institute (imai Foundation) in 2006 as an archive to care for an acquired video collection. The archive contains around 3,000 works of Time Based Media art, and provides context to the history of Time Based Media from the 1970s [...]

case study of gallery

Museum of Fine Arts, Houston

How a New DAMS Software Upgrade is Streamlining Workflows at MFAH The Museum of Fine Arts Houston, (MFAH) was founded in 1900 and opened to the public in 1924 with a mandate to bring “art into the everyday life” of the Houston community. Today, the museum boasts the largest art collection in the southwest region [...]

Archaeology dig

The Peabody Museum of Archaeology and Ethnology at Harvard University

Promoting Teaching and Research Through Excellence in Collections Management The Peabody Museum of Archaeology and Ethnology, in Cambridge, Massachusetts, is among the oldest museums of its type in the world, and is home to one of the finest collections of human cultural history [...]

Robert Mapplethorpe: The Perfect Medium

The J. Paul Getty Museum and Los Angeles County Museum of Art

Joint Ownership of the Mapplethorpe Collection: Best Practices in Learning How to Share In 2011, the J. Paul Getty Museum and the Los Angeles County Museum of Art (LACMA) jointly acquired a collection of over 2,000 works by Robert Mapplethorpe from the Robert Mapplethorpe Foundation (RMF). This historic acquisition is unique in many [...]

School Group

The Munch Museum

Barcoding Best Practices When Moving House Opened in 1963, the Munch Museum in Oslo, Norway, is dedicated to the life and work of expressionist pioneer Edvard Munch. The museum maintains the most comprehensive collection of works by Munch, including approximately 1,100 paintings, 7,000 drawings, and 18,000 prints [...]

Tony DeLap, The Levitation of the Enchanted Princess, Chapman University campus, Orange, CA.

Chapman University Art Collections

Cataloguing a Museum without Walls Chapman University Art Collections is a unique group of collections that functions through the lens of education and consists of the Phyllis & Ross Escalette Permanent Collection of Art, the Chapman Campus Collection, and the new Hilbert Museum of California Art [...]

Scarlet Ibis

Stark Museum of Art

Preserving, Cataloguing, and Sharing Rare Books with Collections Management Software The Stark Museum of Art in Orange, Texas, was the vision of collectors H.J. Lutcher Stark and Nelda C. Stark. Opened in 1978, the Stark collection is focused on “the stunning land, dramatic people, and diverse wildlife of the American West.” Allison Evans, the Stark’s Collections Manager [...]

Tell Us About Your Collections Management and Care Needs

Find out how we can help and get your questions answered by a Collections Management and Care expert.

JavaScript seems to be disabled in your browser. For the best experience on our site, be sure to turn on Javascript in your browser.

  • ORDER SAMPLES
  • WHERE TO BUY
  • FIND YOUR COLOR

Find Your Color

Surface Type

  • Solid Surface
  • THINSCAPE® Performance Tops
  • Decorative Metal Laminate Sheets
  • I am not sure

Design Group

Color Group

case study of gallery

The Gallery on Fifth

Real email address is required to social networks.

  • Professional
  • Hospitality
  • Residential

By submitting this form, you are consenting to receive marketing emails from Wilsonart and associated brands. You can revoke your consent to receive emails at any time by using the unsubscribe link found at the bottom of every email. See our Privacy Policy for more information.

Forgot Password

The Gallery on Fifth

The Gallery on Fifth, a seven-story urban living space in Tucson, Arizona, is much more than an apartment complex. It’s an innovative space that celebrates art in every form. From its architecture to furniture to paintings, it’s an immersive experience for the senses. The artistic expressions go beyond the traditional display scene by placing visually stunning and distinct pieces atop each interior door. Each floor has a theme, including Hollywood stars, artists, movie posters, landmarks, and paintings. From Elvis Presley to the Girl with the Pearl Earring to scenes from the world, each door is a beacon of inspiration and conversation. The complex includes 96 doors, requiring a material that would display the art beautifully while still durable enough for constant use.

FINDING THE RIGHT MATERIAL WITHOUT COMPROMISING

Locating a suitable material to use was a significant component of the project. Florencia DeRoussel, principal and director of design at Within Studio, and her team considered durability, performance, and cost. They began to research several options and quickly realized that standard peel and stick paper materials wouldn’t work in a high traffic area. While the peel and stick would have been easy on the budget, DeRoussel considered the total cost of ownership versus the concerns regarding the temporary nature of this material, since the project is permanent. “The peel and stick would have been easy to damage or peel off just from normal use. Water could seep in, too.” The next option considered was commercial vinyl, which is predominantly a material used on car wraps. The film produces vibrant imagery, but they were unsure of its longevity. At this time, DeRoussel reached out to the local Specification Rep at Wilsonart, Joseph Kluger, and they reviewed possibilities, ultimately landing on RE-COVER™ for ease of installation. Kluger mentioned, “The application for these images is in a high-traffic and high-touch space, requiring a material with high endurance. Additionally, they needed something easy to clean and long-lasting. Wilsonart® By You (WXY) met every performance and design need for the space.”

Having the ability to customize the material with the added benefit of durability for cleaning while still creating an art-gall ery-like atmosphere made Wilsonart® RE-COVER™ even more desirable. Kluger added, “The doors won’t just be doors, they’re really going to be art now.” The WXY product combines the high-performance of Wilsonart’s High Pressure Laminate (HPL) with personal customization. HPL delivers long-lasting performance that’s a great sustainable choice and provides a world of possibilities. RE-COVER™ offers a way to combine laminate with a pre-applied adhesive. The material always impacts the look, and these doors need to be vibrant and high-quality. Oftentimes, practicality is chosen over design functionality when specifying a material, but Wilsonart’s fully custom HPL capabilities addressed both design functionality and practicality.

Click here to download full PDF.

case study of gallery

Please enable JavaScript in your web browser to get the best experience.

We use cookies to track usage and preferences.

Primary navigation

  • PhD students
  • Exhibitions
  • Translation
  • Work experience

Laboratory Research Scientist - Tybulewicz Lab

Immune cells images with help from the Crick's Light Microscopy STP.

Tybulewicz lab

Immune Cell Biology Laboratory & Down Syndrome Laboratory

  • Share on Twitter
  • Share on Facebook
  • Share on LinkedIn
  • Share on Email

Key information

Background texture taken from the lab imagery.

Laboratory Research Scientist - Genetics of Down Syndrome

This is a full-time, 3-year fixed term contract on Crick terms and conditions of employment.

The Tybulewicz group

Genetics of Down Syndrome Laboratory

The lab is studying the genetics of Down Syndrome (DS). Our aim is to identify genes on human chromosome 21 that are required in three copies to cause DS phenotypes and to establish how increased dosage of these genes causes different aspects of DS pathology. A major focus of the group is to understand why congenital heart defects occur in DS. With collaborators we are also working to understand the neurological aspects of DS. We have generated a series of genetically modified mouse strains with which we can map the location of causative genes, and study pathological mechanisms. The lab currently consists of around 12 researchers including PhD students, postdocs and laboratory research scientists. For more information see the lab website .

Lana-Elola, E. ... Tybulewicz, V. L. J. (2016). Genetic dissection of Down syndrome-associated congenital heart defects using a new mouse mapping panel. eLife , 5 :e11614. doi:10.7554/eLife.11614.001. PMID: 26765563 .

Watson-Scales, S. ... Tybulewicz, V. L. J. (2018). Analysis of Motor Dysfunction in Down Syndrome reveals Motor Neuron Degeneration. PLoS Genetics , 14 :e1007383. PMID: 29746474 .

Ahlfors, H., ... Tybulewicz, V. L. J. (2019). Gene Expression Dysregulation Domains are not a Specific Feature of Down Syndrome. Nat Comms , 10 :2489. doi: 10.1038/s41467-019-10129-9. PMID: 31171815 .

Lana-Elola, E, ... Tybulewicz, VLJ (2021). Comprehensive phenotypic analysis of the Dp1Tyb mouse strain reveals a broad range of Down Syndrome-related phenotypes. Dis Model Mech , 14 , dmm.049157. PMID: 34477842 .

Lana-Elola, E, Aoidi, R ... Tybulewicz, VLJ (2024). Congenital heart defects in Down syndrome are caused by increased dosage of DYRK1A. Sci Transl Med , 16 :eadd6883. PMID: 38266108 .

The role of the Laboratory Research Scientist will be to support the postdocs and PhD students working on the genetics of DS, reporting to the Group Leader, Victor Tybulewicz. The postholder will be responsible for the maintenance of multiple genetically altered mouse colonies that are being used to study the genetics of DS, and for the supply of experimental animals from these colonies to members of the group and to several collaborators outside the group. The postholder may on occasion need to organise the import and rederivation of novel genetically altered mouse strains. Furthermore, the postholder will be actively involved in studies of congenital heart defects in DS, using high resolution imaging microscopy and other cutting-edge imaging methods. The postholder may be involved in the generation of novel genetically altered mouse strains. Finally, the postholder will be responsible for general lab management, including ordering for the lab.

Key responsibilities

These include but are not limited to:

Maintenance of mouse colonies

Ordering for the lab

General Lab management

Supporting research projects of the postdocs and students working on the genetics of Down Syndrome

Analysis of congenital heart defects in mouse models of Down Syndrome

Key experience and competencies

The post holder should embody and demonstrate our core Crick values: bold, open, and collegial, in addition to the following:

BSc (or higher) degree in a relevant subject, e.g. biomedical sciences, genetics

Experience of management of genetically altered mouse strains

Knowledge of mouse genetics

Excellent organisational skills

Experience of mammalian developmental biology

Experience of image analysis

Crick lab/facility

Victor tybulewicz.

  • Job title: Principal Group Leader - Assistant Research Director

The Francis Crick Institute is a unique partnership between

UKRI Medical Research Council logo

InfoQ Software Architects' Newsletter

A monthly overview of things you need to know as an architect or aspiring architect.

View an example

We protect your privacy.

Live Webinar and Q&A: Mastering Chaos Engineering: Building Resilient Systems (Aug 15th, 2024) Save Your Seat

Facilitating the Spread of Knowledge and Innovation in Professional Software Development

  • English edition
  • Chinese edition
  • Japanese edition
  • French edition

Back to login

Login with:

Don't have an infoq account, helpful links.

  • About InfoQ
  • InfoQ Editors

Write for InfoQ

  • About C4Media

Choose your language

case study of gallery

Get clarity from senior software practitioners on today's critical dev priorities. Register Now.

case study of gallery

Level up your software skills by uncovering the emerging trends you should focus on. Register now.

case study of gallery

Discover emerging trends, insights, and real-world best practices in software development & tech leadership. Join now.

case study of gallery

Your monthly guide to all the topics, technologies and techniques that every professional needs to know about. Subscribe for free.

InfoQ Homepage News Netflix Adopts Virtual Threads: a Case Study on Performance and Pitfalls

Netflix Adopts Virtual Threads: a Case Study on Performance and Pitfalls

Aug 05, 2024 3 min read

A N M Bazlur Rahman

Netflix, a long-time Java adopter, recently upgraded to Java 21. They are now harnessing new features such as generational ZGC , introduced in JEP 439, and virtual threads , introduced in JEP 444, to improve performance across its extensive microservices fleet. While virtual threads, designed for high-throughput concurrent applications, showed early promise, they also brought unique challenges in real-world scenarios.

In a recent post on the Netflix Tech Blog, the JVM Ecosystem team shared insights from their experience with virtual threads, particularly an issue where services experienced timeouts and hung instances. The issue was related to the interaction of virtual threads with blocking operations and OS thread availability, resulting in a deadlock-like situation in their SpringBoot-based applications.

case study of gallery

Initial diagnostics suggested that virtual threads were implicated in the issue, although they didn't appear in traditional thread dumps. Using jcmd Thread.dump_to_file , the team found thousands of "blank" virtual threads, indicating threads created but not yet running. The issue was traced to Tomcat's request handling, where new virtual threads were created but couldn't be scheduled due to the unavailability of OS threads.

The analysis revealed that Tomcat's virtual thread executor was creating threads for each request, but these threads were stuck waiting for a lock. Specifically, the threads were pinned to OS threads due to blocking operations within synchronized blocks, exacerbated by the limited number of available OS threads in the ForkJoinPool .

The problem resulted from a classic deadlock scenario in which virtual threads could not proceed because the required lock was held by other virtual threads pinned to all available OS threads. This prevented new virtual threads from being scheduled, effectively stalling the application.

To resolve the issue, Netflix's JVM Ecosystem team used a heap dump to inspect the lock's state and confirmed that no thread owned it, yet the threads waiting for it were unable to proceed. This was a transient state that should have resolved but was instead causing a deadlock-like situation.

The team identified the root cause and developed a reproducible test case to prevent similar issues in the future. While virtual threads in Java 21 have shown potential for improving performance by reducing overhead, this case highlights the importance of understanding their interaction with existing threading models and locking mechanisms.

Adding to Netflix's findings, a recent case study on InfoQ also delves into the practical challenges and benefits of virtual threads, particularly in scenarios involving heavy concurrent workloads. This study underscores the need for careful consideration and testing when integrating virtual threads into production systems, as even small architectural details can lead to significant performance impacts.

In addition to virtual threads, Netflix’s adoption of generational ZGC has also played a crucial role in optimizing its systems, as mentioned in one of the recent articles . ZGC, with its ability to maintain low pause times even as heap sizes grow, has significantly improved Netflix's application performance by reducing garbage collection overhead and enhancing responsiveness. More on generational ZGC can be found in this InfoQ news item .

Netflix also has a robust alert system, leveraging its Atlas Streaming Eval platform, which was vital in identifying and diagnosing these issues. The system, designed for improved real-time monitoring and alerting, enabled the team to catch instances in a problematic state and provided critical data for retroactive analysis.

Despite the challenges, Netflix is optimistic about the future of virtual threads and anticipates further improvements in upcoming Java releases, particularly in addressing the integration challenges with locking primitives. This case study is a valuable example for performance engineers and developers as they explore virtual threads in their applications.

About the Author

Rate this article, this content is in the java topic, related topics:.

  • Development
  • Performance
  • Virtual Thread

Related Editorial

Related sponsored content, decoding microservices: best practices for developers, related sponsor.

case study of gallery

Orchestrate, automate and transform your complex processes. See Camunda in action with a customized demo.

Related Content

The infoq newsletter.

A round-up of last week’s content on InfoQ sent out every Tuesday. Join a community of over 250,000 senior developers. View an example

case study of gallery

Experience new growth possibilities with Microsoft Advertising today >

A person standing indoors holding a tablet. There is a rack with jackets in the background.

GLAMI, a leading European fashion discovery platform, aggregates millions of products from thousands of e-shops across 14 countries. With over 40 million monthly visitors, GLAMI offers a seamless shopping experience by connecting customers with brands and e-shops in one place. This is done by leveraging artificial intelligence to categorize products and create personalized selections.

The goal was to increase Gross Merchandise Value (GMV) for GLAMI partners by incrementally reaching shoppers in the Czech Republic, Slovakia, Romania, Hungary, Greece, Turkey, Bulgaria, Slovenia, Croatia, Spain, Lithuania, Latvia, and Estonia. That’s why GLAMI leveraged Shopping Campaigns with Microsoft Advertising.

The solution

Aleph Group, in collaboration with GLAMI, developed Feeds using Microsoft Merchant Center. To begin, they tested Shopping Ads in one geographical location. Due to the positive results, this strategy was applied across additional markets.

Moreover, leveraging existing Universal Event Tracking (UET) implementation and sufficient conversion data, GLAMI and Aleph adopted tCPA (target cost-per-acquisition).

To further enhance profitability, GLAMI, with the support of Aleph’s performance team, employed tROAS (target-return-on-ad-spend) in the Shopping campaigns instead of traditional bidding strategies. This approach led to highly successful outcomes.

In just one year of leveraging Microsoft Shopping, we saw an increase of 130% of sessions year-over-year (YoY). Additionally, Microsoft Shopping generated 76% more orders for our partners YoY by using all Microsoft Ads channels totaling in +60% more GMV YoY for our partners.

— Arkadiusz Mokrzycki​, Performance Marketing Lead​, GLAMI

The results

The results were outstanding. With Microsoft Shopping, GLAMI achieved a 130% increase in sessions—in just one year. GLAMI also generated 76% more orders for their partner YoY by using all Microsoft ads channels which created an additional 60% more GMV YoY for GLAMI’s e-shops and brand partners.

Ready to get started with us?

Stay informed.

Sign up for the Microsoft Advertising Insider newsletter to keep up with the latest insights, product news, tips and tricks, thought leadership, customer case studies, and resources.

Recommended for you

The first Pharmaceutical brand to launch Video ads with Microsoft Advertising saw almost 2X increase in brand searches

May 10, 2024

Happy biker smiling while holding a bike in a mountain setting.

How Gandalf achieved a 1316% ROAS and 100% overall higher revenues with Microsoft Advertising

March 01, 2024

Two people laying on the grass. One is whispering in the other one’s ear.

How Flower Chimp achieved a 231% increase in total conversion rates with Microsoft Advertising

Person sitting in front of a big bouquet of flowers and smiling.

Cookies on GOV.UK

We use some essential cookies to make this website work.

We’d like to set additional cookies to understand how you use GOV.UK, remember your settings and improve government services.

We also use cookies set by other sites to help us deliver content from their services.

You have accepted additional cookies. You can change your cookie settings at any time.

You have rejected additional cookies. You can change your cookie settings at any time.

  • Business and industry

Fisheries and Seafood Scheme: Selected case studies

A selection of projects supported by the Fisheries and Seafood Scheme (FaSS).

Since opening in 2021, FaSS has been incredibly successful with £33 million invested in over 1,600 projects supporting England’s catching, aquaculture and processing sectors, as well as projects that are improving the marine environment.

FaSS is currently closed for applications as the budget has been exhausted.  Any updates on future funding will be published through the following link Fisheries and Seafood Scheme - GOV.UK (www.gov.uk) .

This collection of case studies provides examples of a range of projects already supported by FaSS. Details of all successful applicants, and information about the scheme can be found on the Fisheries and Seafood Scheme guidance page.

Case Studies

Cornwall: Value of Seafood - Case study

Updates to this page

Is this page useful.

  • Yes this page is useful
  • No this page is not useful

Help us improve GOV.UK

Don’t include personal or financial information like your National Insurance number or credit card details.

To help us improve GOV.UK, we’d like to know more about your visit today. Please fill in this survey (opens in a new tab) .

More From Forbes

Why solo apps just don’t work: a kardashian case study.

  • Share to Facebook
  • Share to Twitter
  • Share to Linkedin

LOS ANGELES, CA - OCTOBER 27: (L-R) TV personalities Khloe Kardashian and Kim Kardashian watch the ... [+] season opening game between the Los Angeles Clippers and the Los Angeles Lakers at Staples Center on October 27, 2009 in Los Angeles, California. NOTE TO USER: User expressly acknowledges and agrees that, by downloading and or using this photograph, User is consenting to the terms and conditions of the Getty Images License Agreement. Mandatory Copyright Notice: Copyright 2009 NBAE (Photo by Kevork Djansezian/Getty Images)

In today’s world, if one is lucky enough to amass millions of followers or fans, it’s hard not to think of the millions they can help create in revenue.The potential for monetization has been made clear by social media sites and yet, sometimes, what traditional social media has to offer doesn’t seem like enough. That’s where the Kardashians found themselves just shy of a decade ago. They figured that if they could get their “followers” to follow them to their own app, they could charge the followers and convert their follower count into a dollar count. The Kardashians’ logic was sound, and their path is one that’s tempting to follow, however it ended in failure. How did their seemingly bright idea of solo-apps fade? Why hasn’t this become the model for all social media stars?

Content is Queen

Kim Kardashian West made her App Store debut with a game, “Kim Kardashian: Hollywood,” which may have grossed the star and development partner $200 million in annual revenue . The game was free-to-play but players could purchase in-game currency, “K-stars ,” to buy in-game items, like special wardrobe items and furniture . That seemed to pave the way for individual Kardashian sister apps, and in 2015, the whole family got involved.

Kim Kardashian West, Khloé Kardashian, Kendall Jenner and Kylie Jenner each launched their own subscription apps, all of which shot up into the App Store’s top charts . There was no charge for each of the Kardashian-Jenner apps, but they all offered additional content to subscribers who paid $2.99 per month .

The difference between Kim’s initial launch and the subsequent solo apps was that a game has very clear content and an experience that can’t be found anywhere else. However the sister’s solo apps largely shared content that was being offered for free elsewhere—namely on Instagram. This difference was significant: Kim’s game lasted for nearly a decade , whereas the solo apps died within three years. With the rise of social media, consumers are used to obtaining content for free, making monetization even more difficult. Requiring an audience to move to another platform necessitates that celebrities and creators provide a deeper level of access to exclusive content.

Best High-Yield Savings Accounts Of 2024

Best 5% interest savings accounts of 2024.

Value is Vital

The importance of ample, quality content in the success of a content creator’s standalone app is made quite apparent by one of the few solo apps that’s still standing: Martha Stewart TV . Martha Stewart has created seasons of beloved television shows and, as she said when the app launched, “ Wherever I go, I am always asked where these classic television shows can be found - everyone misses them .” At launch, her app made over 750 episodes available to an audience that had been wanting them; it added value to her fans’ experience. By contrast, the Kardashian-Jenner apps offered content that could be found elsewhere. As Vox put it, rather bitingly, “ Can you think of a time when you didn’t have easy access to healthy living and motherhood tips from Kourtney Kardashian? Or workout tips and product recommendations from Khloé Kardashian? Or Kylie Jenner’s personal music preferences? ”

Safety in Numbers

While the promise of having one’s own app seems desirable for purposes of hoarding all the possible revenue, there are also problems with being the only celeb on an app. Taylor Swift experienced this pitfall. Her short-lived app The Swift Life , which debuted at #1 in the App Store in 2017, fell to 56th place by day three and plummeted to 793rd in its second week, mainly because its content moderation system couldn’t handle all the racist and homophobic users who seem to have embraced the dedicated app as the perfect place to air all their fury . And Swift wasn’t the only one whose app faced this fate. Jeremy Renner’s app came and went in about six months thanks to the community on the app being unbelievably toxic . But this isn’t the only reason it’s beneficial to be on an app with others. Marketing costs can skyrocket when trying to get fans to download a specific program. They already have so many other apps in the palm of their hand—Instagram, TikTok, et al.—it’s often more cost-effective to distribute content on a shared platform, assuming one can capture the fans’ attention there. Platforms like Patreon, OnlyFans, Substack and Fireside exist to help celebrities and creators maintain control by owning and monetizing their content, while simultaneously providing the same ‘safety in numbers.’ Fans also still have the benefit of accessing all of their content in one place without needing to download additional applications.

Back to Basics

While it’s understandable that the Kardashian-Jenners liked the idea of being a big fish in a small pond—so small that they were the only fish, and it seemed sensible that they might be able to convert their followers to subscribers of their solo app, time has shown that there’s been little to lose for sticking with a shared platform. Every single one of the Kardashian-Jenner sisters has more than doubled their Instagram follower count in the past six years and, as of July 2024, Kourtney has 222 million followers, Kim has 362 million followers, Kylie has 398 million followers, Kendal has 292 million followers and Khloe has 308 million followers . Given that Kylie makes $847,544 per sponsored Instagram post and no longer has any of the costs of keeping up a solo app, she clearly demonstrates that there’s plenty of reason to enjoy being an influencer fish in a big social media pond.

Falon Fatemi

  • Editorial Standards
  • Reprints & Permissions

Join The Conversation

One Community. Many Voices. Create a free account to share your thoughts. 

Forbes Community Guidelines

Our community is about connecting people through open and thoughtful conversations. We want our readers to share their views and exchange ideas and facts in a safe space.

In order to do so, please follow the posting rules in our site's  Terms of Service.   We've summarized some of those key rules below. Simply put, keep it civil.

Your post will be rejected if we notice that it seems to contain:

  • False or intentionally out-of-context or misleading information
  • Insults, profanity, incoherent, obscene or inflammatory language or threats of any kind
  • Attacks on the identity of other commenters or the article's author
  • Content that otherwise violates our site's  terms.

User accounts will be blocked if we notice or believe that users are engaged in:

  • Continuous attempts to re-post comments that have been previously moderated/rejected
  • Racist, sexist, homophobic or other discriminatory comments
  • Attempts or tactics that put the site security at risk
  • Actions that otherwise violate our site's  terms.

So, how can you be a power user?

  • Stay on topic and share your insights
  • Feel free to be clear and thoughtful to get your point across
  • ‘Like’ or ‘Dislike’ to show your point of view.
  • Protect your community.
  • Use the report tool to alert us when someone breaks the rules.

Thanks for reading our community guidelines. Please read the full list of posting rules found in our site's  Terms of Service.

What Exactly is “Righteous Anger?”

What Exactly is “Righteous Anger?”

“Do you do well to be angry?”

That’s what God asks Jonah in Jonah 4:4 after the prophet prayed an angry prayer. Jonah is sitting outside of Nineveh watching the city not get destroyed. And he’s hopping mad. He’s mad that they repented. And he’s mad that God relented from judging them.

The first time God answers the question Jonah doesn’t respond. At least not verbally. He built a shelter and sat down to watch. I’m assuming that Jonah wonders if his little fit moved the heart of God to destroy the Ninevites.

While out in the scorching heat, God provides for His stubborn prophet. A plant grows up and gives him shade. But then God decided to give mercy to a hungry worm. As that worm chewed up Jonah’s plant, the prophet once again becomes angry. When a scorching east wind settles upon the now exposed prophet, we hear another lament. Jonah wants to die.

God asks him another question. “Is it right for you to be angry about the plant?”

And then Jonah says it. “It is!” And in fact, God, “I’m so angry I wish I were dead.” I don’t want to live in a world where my plants die and those stupid Ninevites live!!! That’s what Jonah is essentially saying to the Lord. Jonah believes his anger to be righteous.

We can read this story and see that Jonah’s anger is unjustified. But I wonder if we read our own story through a similar lens. Is there such a thing as righteous anger? And if so, how do I know my anger is righteous?

Where Do We Find This Concept in the Bible?

You will not find the phrase “righteous anger” in the Bible. But we can develop this concept, at least when we talk about God, by combining a few things we know to be true. First, we know from Psalm 145:17 that, “The Lord is righteous in all his ways and kind in all his works.” Secondly, we can read in places like Numbers 11:1 that God’s “anger was kindled” against the Israelites for their foolish grumbling. If we combine this with a belief that God is always righteous — we are brought to the conclusion that God is righteous in His anger towards the Israelites.

We might say something similar of Jesus cleansing the temple in the Gospels. He is certainly righteous in this cleansing and it is clear that He is angry. Therefore, we see a human (yes, the God-Man) to be both righteous and angry. But can this be said of us who are not perfectly righteous?

Ephesians 4:26 seems to call us to anger. The NIV has softened this a little by saying, “In your anger do not sin.” But the original is an imperative. “Be angry” (ESV) isn’t an awful translation of an imperative. Many, then, take this to mean that we ought to be angry. Eugene Peterson in the Message even says, “Go ahead and be angry. You do well to be angry…” If that’s correct then I suppose there is a type of anger that is indeed “good” and righteous. Besides, Paul is just borrowing from David in Psalm 4:4 .

James 1:19-20 also tells us to be “slow to anger,” which doesn’t exactly say “never be angry.” Maybe there are some things of which anger is a proper emotional response. Maybe we do well to be angry on occasion.

If there is righteous anger, how do I know my anger is righteous? How do I know I’m not being a Jonah?

How Do You Know if Anger Is Righteous?

We must acknowledge from the beginning that our anger isn’t “righteous” simply because we feel justified in having it. Or that we can build a case for why we have been treated unfairly. Jonah could have done both of those things. Jonah was convinced that his anger was a good thing for him to hold onto. And Jonah was wrong.

We’re not the best judge of whether or not our anger is righteous. We are quick to be deceived. That’s why it is helpful to have at least some baseline biblical criteria for how anger could be righteous. I like the summary Robert Jones gives in his book, Uprooting Anger . He gives us three criteria:

  • Righteous anger reacts against actual sin
  • Righteous anger focuses on God and His Kingdom, Rights, and Concerns, not on me and my kingdom, rights, and concerns.
  • Righteous anger is accompanied by other godly qualities and expresses itself in godly ways

We might say that Jonah would have been right to be angry about the sin of the Ninevites. Their horrible treatment of people and their defaming of God was worth Jonah’s anger. But when they repented and he was still angry, that tells us more was going on. He didn’t want their redemption. He wanted their destruction. Why? Because Jonah’s heart was really offended for his kingdom and not God’s. Therefore, his anger wasn’t accompanied by those other godly qualities. And he certainly was right to be mad at God for his little plant dying.

Compare this with Jesus in the temple. He’s angry at actual sin. They are making the temple a den of robbers. But it’s not even about them turning the temple into a Wal-Mart. The bigger issue is they are blocking would-be worshippers out of the kingdom. They are trying to make a buck off the poor and vulnerable. Jesus’ words echo the heart of Jeremiah’s complaint — the people are unrighteous and building their own fallen kingdom instead of one which honors God and creates flourishing for even the weakest members of their society.

Jesus is angry at this injustice. His anger isn’t about Himself (at least not in His humanity). Even here I think we could argue that His heart beats for the repentance of the religious leaders. He didn’t sit outside Jerusalem waiting for their destruction, He bled there in hopes they’d come to repentance.

All this to say, I think there is such a thing as righteous anger. I’m just not sure we fallen humans are capable of it. At times our anger might begin with mostly righteousness, but it quickly morphs into something else. I’m not confident we’re all that capable of righteous anger, nor am I convinced it’s a characteristic we are supposed to pursue. A closer look at Ephesians 4:26 will be helpful.

Does Ephesians 4:26 Really Teach Righteous Anger?

“In your anger do not sin: Do not let the sun go down while you are still angry.”

As you can see from some different translations of Ephesians 4:26 , there is some debate about how to handle the imperative in that verse. Is it a command to be angry? Or is it saying something closer to the NIV, “In your anger do not sin…”?

An indicative is a statement. “The trash is smelly.” An imperative is a command. “Take out the trash!” But sometimes an imperative can be what is called a concessive. Take as an example John 7:52 . Here the religious leaders are challenging people to go look at the Scriptures and see if a prophet comes from Galilee. The meaning is something like, “If you go check it out (imperative), you’ll find that a prophet doesn’t come from Galilee.”

Most Greek scholars believe that the imperative in Ephesians 4:26 is doing something similar. The main point Paul is making here is clearly that anger shouldn’t be maintained. I find it strange then that we would think this verse is encouraging people to pursue anger. “Pursue it, but drop it really quickly” seems like a strange command.

This is especially the case when we consider a few verses down we are said to “Let all bitterness and wrath and anger  … be put away.” Why would Paul command the church to pursue something, drop something, and then a few verses down say to put every bit of it away? It doesn’t make much sense in the context. Maybe it would be better, then, to say, “You’re going to get angry. But when you do. Deal with it before bedtime. Don’t nourish this thing.”

Keep Your Eyes on the Gospel

There is much more that could be said here but I’ll sum it up this way: Yes, there is such a thing as righteous anger. But I doubt this side of glory we humans fully experience it. Sin is far too mixed, even in the heart of those declared righteous by Christ.

My thinking on this is that there will be times when true righteous anger will bubble up when we see or experience an injustice. Some of our anger will have righteousness in it. But it will seldom stay there. As soon as we declare ourselves righteous, we tend to lose sight of the gospel. And when we lose sight of the gospel, well, bad stuff happens in our hearts.

The problem with a focus on righteous anger is that we’re usually trying to declare ourselves righteous. And when we do this, we put ourselves in the position of Jonah. We are prone to stand outside of Nineveh comforting ourselves with our own righteousness until we are confronted with the God of mercy. Jonah could have been celebrating inside Nineveh. He could have been swimming in an ocean of grace. He chose His self-declared righteous anger.

The anger of man does not bring about the righteousness of God. But the good news of Jesus does.

Source Robert Jones, Uprooting Anger , 29-30

Photo credit: ©Getty Images/ideabug

case study of gallery

Information

  • Author Services

Initiatives

You are accessing a machine-readable page. In order to be human-readable, please install an RSS reader.

All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess .

Feature papers represent the most advanced research with significant potential for high impact in the field. A Feature Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for future research directions and describes possible research applications.

Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive positive feedback from the reviewers.

Editor’s Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. Editors select a small number of articles recently published in the journal that they believe will be particularly interesting to readers, or important in the respective research area. The aim is to provide a snapshot of some of the most exciting work published in the various research areas of the journal.

Original Submission Date Received: .

  • Active Journals
  • Find a Journal
  • Proceedings Series
  • For Authors
  • For Reviewers
  • For Editors
  • For Librarians
  • For Publishers
  • For Societies
  • For Conference Organizers
  • Open Access Policy
  • Institutional Open Access Program
  • Special Issues Guidelines
  • Editorial Process
  • Research and Publication Ethics
  • Article Processing Charges
  • Testimonials
  • Preprints.org
  • SciProfiles
  • Encyclopedia

sustainability-logo

Article Menu

case study of gallery

  • Subscribe SciFeed
  • Recommended Articles
  • Google Scholar
  • on Google Scholar
  • Table of Contents

Find support for a specific problem in the support section of our website.

Please let us know what you think of our products and services.

Visit our dedicated information section to learn more about MDPI.

JSmol Viewer

Modelling ecological hazards and causal factors in the yellow river basin’s key tributaries: a case study of the kuye river basin and its future outlook.

case study of gallery

1. Introduction

2. materials and methods, 2.1. overview of study area, 2.2. data sources, 2.3. research methodology, 2.3.1. research framework, 2.3.2. land use structure, 2.3.3. landscape patterns and landscape ecological risk, 2.3.4. geographical detectors, 2.3.5. plus model, 3.1. spatiotemporal distribution of land use, 3.2. land use dynamic structure, 3.3. landscape ecological risk assessment results, 3.3.1. landscape pattern index, 3.3.2. spatiotemporal dynamics of landscape ecological risk, 3.4. driving factors of landscape ecological risk, 3.4.1. power of determinant, 3.4.2. interactive detection, 3.4.3. landscape ecological risk zone detection and analysis, 3.5. scenario simulation prediction of future development of land use and landscape ecological risk, 3.5.1. land use prediction results, 3.5.2. landscape ecological risk prediction results, 4. discussion, 4.1. analysis of land use and landscape ecological risks, 4.2. analysing natural and social economic factors, 4.3. optimisation suggestions for future regulatory measures and policy formulation, 5. conclusions, author contributions, institutional review board statement, informed consent statement, data availability statement, conflicts of interest.

  • Zeng, J.J.; Zou, M.L.; Guo, J.J.; Li, K.; Yang, C.; Chen, G.G.; Yue, D.X. Ecological Risk Assessment and Its Research Progress. Adm. Tech. Environ. Monit. 2017 , 29 , 1–5+10. [ Google Scholar ] [ CrossRef ]
  • Ai, J.; Yu, K.; Zeng, Z.; Yang, L.; Liu, Y.; Liu, J. Assessing the dynamic landscape ecological risk and its driving forces in an island city based on optimal spatial scales: Haitan Island. China. Ecol. Indic. 2022 , 137 , 108771. [ Google Scholar ] [ CrossRef ]
  • Lin, D.Y.; Liu, F.Y.; Zhang, J.P.; Hao, H.G.; Zhang, Q. Analysis of key scientific issues in ecological risk assessment based on landscape function. J. Resour. Ecol. 2021 , 12 , 260–267. [ Google Scholar ] [ CrossRef ]
  • Li, M.R.; Abuduwailia, J.; Liu, W.; Feng, S.; Saparov, G.; Ma, L. Application of geographical detector and geographically weighted regression for assessing landscape ecological risk in the Irtysh River Basin, Central Asia. Ecol. Indic. 2024 , 158 , 111540. [ Google Scholar ] [ CrossRef ]
  • Sun, L.R.; Zhou, D.M.; Cen, G.Z.; Ma, J.; Dang, R.; Ni, F.; Zhang, J. Landscape ecological risk assessment and driving factor analysis of Shule River Basin based on geographic detector mode. Arid Zone Geogr. 2021 , 44 , 1384–1395. [ Google Scholar ] [ CrossRef ]
  • Lorraine, M.; Paul, J.V.; Jack, H.F.; Stuart, M. Advantages and challenges associated with implementing an ecosystem services approach to ecological risk assessment for chemicals. Sci. Total Environ. 2018 , 621 , 1342–1351. [ Google Scholar ] [ CrossRef ]
  • Price, J.M.; Silbernagel, J.; Nixon, K.; Swearingen, A.; Swaty, R.; Miller, N. Collaborative scenario modeling reveals potential advantages of blending strategies to achieve conservation goals in a working forest landscape. Landsc. Ecol. 2016 , 31 , 1093–1115. [ Google Scholar ] [ CrossRef ]
  • Xiao, Y.; Mao, X.Q. Spatial analysis of regional landscape ecological risks. China Environ. Sci. 2006 , 5 , 623–626. [ Google Scholar ]
  • Meng, L.Y.; Yang, R.J.; Sun, M.Y.; Zhang, L.; Li, X.H. Regional sustainable strategy based on the coordination of ecological security and economic development in Yunnan Province, China. Sustainability 2023 , 15 , 7540. [ Google Scholar ] [ CrossRef ]
  • Peng, J.; Zong, M.L.; Hu, Y.N.; Liu, Y.X.; Wu, J.S. Assessing landscape ecological risk in a mining city: A case study in Liaoyuan City, China. Sustainability 2015 , 7 , 8312. [ Google Scholar ] [ CrossRef ]
  • Xu, B.; Ji, K.; Qi, B.; Tao, Y.C.; Qi, X.H.; Zhang, Y.; Liu, Y. Landscape ecological risk assessment of Yulin Region in Shaanxi Province of China. Environ. Earth Sci. 2022 , 81 , 510. [ Google Scholar ] [ CrossRef ]
  • Chen, X.Y.; Xie, G.Z.; Zhang, J.P. Landscape ecological risk assessment of land use change in Haikou coastal zone in recent 30 years. Ecology 2021 , 41 , 975–986. [ Google Scholar ] [ CrossRef ]
  • Lin, Y.B.; Chen, Q.B.; Zou, W.; Zhong, T.C. Ecological risk assessment methods and case studies of regional landscape structure. Environ. Sci. Manag. 2009 , 34 , 186–190. [ Google Scholar ] [ CrossRef ]
  • Zhao, Y.Y.; Kasimu, A.; Liang, H.W.; Reheman, R. Construction and restoration of landscape ecological network in Urumqi city based on landscape ecological risk assessment. Sustainability 2022 , 14 , 8154. [ Google Scholar ] [ CrossRef ]
  • Yan, L.; Xu, X.G. Research progress on regional ecological risk assessment. Reg. Res. Dev. 2010 , 29 , 113–118+129. [ Google Scholar ] [ CrossRef ]
  • Cao, Q.W.; Zhang, X.W.; Ma, H.K.; Wu, J.S. Progress in landscape ecological risk research and evaluation framework based on ecosystem services: ESRISK. J. Geogr. 2018 , 73 , 843–855. [ Google Scholar ] [ CrossRef ]
  • Liu, Y.; Xu, W.H.; Hong, Z.H.; Wang, L.G.; Ou, G.L.; Lu, N. Assessment of spatial-temporal changes of landscape ecological risk in Xishuangbanna, China from 1990 to 2019. Sustainability 2022 , 14 , 10645. [ Google Scholar ] [ CrossRef ]
  • Sun, N.S.; Chen, Q.; Liu, F.G.; Zhou, Q.; He, W.X.; Guo, Y.Y. Land use simulation and landscape ecological risk assessment on the Qinghai-Tibet Plateau. Land 2023 , 12 , 923. [ Google Scholar ] [ CrossRef ]
  • Tan, L.; Luo, W.; Yang, B.; Huang, M.; Shuai, S.; Cheng, C.X.; Zhou, X.; Li, M.N.; Hu, C.W. Evaluation of landscape ecological risk in key ecological functional zone of South-to-North Water Diversion Project, China. Ecol. Indic. 2023 , 147 , 109934. [ Google Scholar ] [ CrossRef ]
  • Zhao, Y.; Tao, Z.; Wang, M.N.; Chen, Y.H.; Wu, R.; Guo, L. Landscape ecological risk assessment and planning enlightenment of Songhua River Basin based on multi-source heterogeneous data fusion. Water 2022 , 14 , 4060. [ Google Scholar ] [ CrossRef ]
  • Ran, P.L.; Hu, S.G.; Frazier, A.E.E.; Qu, S.J.; Yu, D.; Tong, L.Y. Exploring changes in landscape ecological risk in the Yangtze River Economic Belt from a spatiotemporal perspective. Ecol. Indic. 2022 , 137 , 108744. [ Google Scholar ] [ CrossRef ]
  • Spies, T.A.; Scheller, R.M.; Bolte, J.P. Adaptation in fire-prone landscapes: Interactions of policies, management, wildfire, and social networks in Oregon, USA. Ecol. Soc. 2018 , 23 , 11. [ Google Scholar ] [ CrossRef ]
  • Hou, R.; Li, H.B.; Gao, Y.L. Ecological risk assessment of land use in Jiangxia District, Wuhan City based on landscape pattern. Soil Water Conserv. Res. 2021 , 28 , 323–330+403. [ Google Scholar ] [ CrossRef ]
  • Halbac-Cotoara-Zamfir, R.; Polinesi, G.; Chelli, F.; Salvati, L.; Bianchini, L.; Marucci, A.; Colantoni, A. Found in complexity, lost in fragmentation: Putting soil degradation in a landscape ecology perspective. Int. J. Environ. Res. Public Health 2022 , 19 , 2710. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Ji, Y.X.; Bai, Z.K.; Hui, J.W. Landscape Ecological Risk Assessment Based on LUCC-A Case Study of Chaoyang County, China. Forests 2021 , 12 , 1157. [ Google Scholar ] [ CrossRef ]
  • Abdullah, S.A.; Hezri, A.A. From forest landscape to agricultural landscape in the developing tropical country of Malaysia: Pattern, process, and their significance on policy. Environ. Manag. 2008 , 42 , 907–917. [ Google Scholar ] [ CrossRef ]
  • Austrheim, G.; Gunilla, E.; Olsson, A.; Grontvedt, E. Land-use impact on plant communities in semi-natural sub-alpine grasslands of Budalen, central Norway. Biol. Conserv. 1999 , 87 , 369–379. [ Google Scholar ] [ CrossRef ]
  • With, K.A.; Pavuk, D.M. Direct versus indirect effects of habitat fragmentation on community patterns in experimental landscapes. Oecologia 2012 , 170 , 517–528. [ Google Scholar ] [ CrossRef ] [ PubMed ]
  • Ahrenz, H.; Kantelhardt, J. Accounting for farmers’ production responses to environmental restrictions within landscape planning. Land Use Policy 2009 , 26 , 925–934. [ Google Scholar ] [ CrossRef ]
  • Li, W.P.; Lin, Q.R.; Hao, J.M.; Wu, X.D.; Zhou, Z.Y.; Lou, P.Q.; Liu, Y.D. Landscape ecological risk assessment and analysis of influencing factors in Selenga River Basin. Remote Sens. 2023 , 15 , 4262. [ Google Scholar ] [ CrossRef ]
  • Chang, S.; Wei, Y.Q.; Dai, Z.Z.; Xu, W.; Wang, X.; Duan, J.J.; Zou, L.; Zhao, G.R.; Ren, X.Y.; Feng, Y.Z. Landscape ecological risk assessment and its driving factors in the Weihe River basin, China. J. Arid Land 2024 , 16 , 603–614. [ Google Scholar ] [ CrossRef ]
  • Zhang, X.M.; Du, H.M.; Wang, Y.; Chen, Y.; Ma, L.; Dong, T.X. Watershed landscape ecological risk assessment and landscape pattern optimization: Take Fujiang River Basin as an example. Hum. Ecol. Risk Assess. 2021 , 27 , 2254–2276. [ Google Scholar ] [ CrossRef ]
  • Xu, Q.; Guo, P.; Jin, M.T.; Qi, J.F. Multi-scenario landscape ecological risk assessment based on Markov-FLUS composite model. Geomat. Nat. Hazards Risk 2021 , 12 , 1448–1465. [ Google Scholar ] [ CrossRef ]
  • Meng, C.; Liu, H.Y.; Li, Y.Y.; Shen, J.L.; Li, X.; Wu, J.S. Effects of environmental and agronomic factors on pond water quality within an intensive agricultural landscape in subtropical southern China. Agric. Water Manag. 2022 , 274 , 107953. [ Google Scholar ] [ CrossRef ]
  • Mann, D.; Anees, M.M.; Rankavat, S.; Joshi, P.K. Spatio-temporal variations in landscape ecological risk related to road network in the Central Himalaya. Hum. Ecol. Risk Assess. 2020 , 27 , 289–306. [ Google Scholar ] [ CrossRef ]
  • Zhou, M.D.; Kuang, Y.Q.; Yun, G.L. Analysis of driving factors for atmospheric PM_ (2.5) concentration in Guangzhou based on geographic detectors. Environ. Sci. Res. 2020 , 33 , 271–279. [ Google Scholar ] [ CrossRef ]
  • Chen, Y.W.; Wang, W.J.; Shi, H.D.; Wang, M.H.; Xv, C. Comparative case study on the influence of driving factors of regional soil heavy metal spatial distribution. Environ. Sci. Res. 2019 , 32 , 1213–1223. [ Google Scholar ] [ CrossRef ]
  • Zhang, J.Q.; Gong, J.; Liu, D.Q. Landscape fragmentation and driving factors analysis of the Bailong River Basin in Gansu Province using geographic detector methods. Geogr. Sci. 2018 , 38 , 1370–1378. [ Google Scholar ] [ CrossRef ]
  • Li, K.M.; Feng, M.M.; Biswas, A.; Su, H.H.; Niu, Y.L.; Cao, J.J. Driving factors and future prediction of land use and cover change based on satellite remote sensing data by the LCM model: A case study from Gansu Province, China. Sensors 2020 , 20 , 2757. [ Google Scholar ] [ CrossRef ]
  • Yao, S.Y.; Chen, C.; He, M.N.; Cui, Z.; Mo, K.L.; Pang, R.A.; Chen, Q.W. Land use as an important indicator for water quality prediction in a region under rapid urbanization. Ecol. Indic. 2023 , 146 , 109768. [ Google Scholar ] [ CrossRef ]
  • Zhu, C.; Peng, W.F.; Zhang, L.F.; Luo, Y.; Dong, Y.B.; Wang, M.F. The spatiotemporal changes and driving forces of vegetation coverage in the upper reaches of the Minjiang River from 2006 to 2016. J. Ecol. 2019 , 39 , 1583–1594. [ Google Scholar ]
  • Qiu, B.W.; Chen, C.C. Land use change prediction model and its application based on multi-objective decision-making and CA model. J. Geogr. 2008 , 2 , 165–174. [ Google Scholar ] [ CrossRef ]
  • Cai, Y.M.; Liu, Y.S.; Yu, Z.R.; Peter, H.V. Progress in spatial simulation of land use change: CLUE-S model and its application. Prog. Geogr. Sci. 2004 , 4 , 63–71+115. [ Google Scholar ] [ CrossRef ]
  • Lin, P.F.; Zheng, R.B.; Hong, X.; Zheng, X.; Zheng, W.L. Multi scenario simulation study of land use spatial layout based on the FLUS model: A case study of Huadu District, Guangzhou. Land Nat. Resour. Res. 2019 , 2 , 7–13. [ Google Scholar ]
  • Lin, X.; Wang, Z.T. Landscape ecological risk assessment and its driving factors of multi-mountainous city. Ecol. Indic. 2023 , 146 , 109823. [ Google Scholar ] [ CrossRef ]
  • Yang, C. Landscape Pattern Changes and Ecological Risk Assessment of Changsha Gongma International Important Wetland. Master’s Thesis, Sichuan Normal University, Chengdu, China, 2022. [ Google Scholar ] [ CrossRef ]
  • Guo, P.F.; Wang, H.Y.; Qin, F.; Miao, C.H.; Zhang, F.F. Coupled MOP and PLUS-SA model research on land use scenario simulations in Zhengzhou Metropolitan Area, central China. Remote Sens. 2023 , 15 , 3762. [ Google Scholar ] [ CrossRef ]
  • Liu, C.F.; Li, J.Z.; Li, X.M.; He, X.Y.; Chen, W. Selection of urban forest landscape pattern index based on simulated landscape. J. Appl. Ecol. 2009 , 20 , 1125–1131. [ Google Scholar ]
  • Liu, X.Q.; Liu, Y.S.; Li, T.S.; Yu, Z.S.; Wo, C. Evolution of river runoff in high intensity energy development zones and its causes of reduction: A case study of Kuye River. J. Lanzhou Univ. (Nat. Sci. Ed.) 2014 , 50 , 299–304. [ Google Scholar ]
  • Rerkasem, K.; Yimyam, N.; Rerkasem, B. Land use transformation in the mountainous mainland Southeast Asia region and the role of indigenous knowledge and skills in forest management. For. Ecol. Manag. 2009 , 257 , 2035–2043. [ Google Scholar ] [ CrossRef ]
  • Seto, K.C.; Fragkias, M. Quantifying spatiotemporal patterns of urban land use change in four cities of China with time series landscape metrics. Landsc. Ecol. 2005 , 20 , 871–888. [ Google Scholar ] [ CrossRef ]
  • Yu, W.J.; Wang, W.; Hua, X.D.; Wei, X.Y. Exploring taxi demand distribution of comprehensive land- use patterns using online car-hailing data and points of interest in Chengdu, China. Transp. Res. Rec. 2021 , 2675 , 1268–1286. [ Google Scholar ] [ CrossRef ]
  • Liu, G.H.; Yang, L.P.; Guo, S.L.; Deng, X.; Song, J.H.; Xu, D.D. Land attachment, intergenerational differences and land transfer: Evidence from Sichuan Province, China. Land 2022 , 11 , 695. [ Google Scholar ] [ CrossRef ]
  • Xiao, X.Y.; Huang, X.; Jiang, L.L.; Jin, C.X. Empirical study on comparative analysis of dynamic degree differences of land use based on the optimization model. Geocarto Int. 2022 , 37 , 9847–9864. [ Google Scholar ] [ CrossRef ]
  • Wang, Y.; Fan, Z.H.; Deng, Y. Study on landscape ecological risk assessment under land use change in the main urban area of Guiyang. Agric. Technol. 2023 , 43 , 88–93. [ Google Scholar ] [ CrossRef ]
  • Yang, G.; Zhang, Z.J.; Cao, Y.H.; Zhuang, E.N.; Yang, K.; Bai, Z.K. Spatio-temporal heterogeneity of landscape ecological risk in large open-pit mining areas in northern Shanxi. Ecology 2021 , 40 , 187–198. [ Google Scholar ] [ CrossRef ]
  • Tian, Y.N.; Ma, L.; Wu, Q. Land use evolution and landscape ecological risk assessment in Inner Mongolia section of the Yellow River Basin. Ecol. Sci. 2023 , 42 , 103–113. [ Google Scholar ] [ CrossRef ]
  • Feng, Z.H.; Lai, H.M.; Wu, D.F.; Lin, T.H.; Chen, C.L. Study on the spatial-temporal coupling mechanism of urban spatial expansion and landscape ecological risk-Taking Guangzhou as an example. Smart City 2022 , 8 , 7–11. [ Google Scholar ] [ CrossRef ]
  • Zhao, A.C.; Zeng, J. Study on the adaptive development of water environment ecological space from the perspective of landscape pattern optimization-Taking the ancient town of Taierzhuang along the Grand Canal as an example. Chin. Gard. 2021 , 37 , 62–67. [ Google Scholar ] [ CrossRef ]
  • Zhou, Y.F.; Pu, L.J.; Zhu, M. Coastal landscape vulnerability analysis in eastern China-Based on land-use change in Jiangsu Province. Int. J. Environ. Res. Public Health 2020 , 17 , 1702. [ Google Scholar ] [ CrossRef ]
  • Wang, J.F.; Xv, C.D. Geoprobes: Principles and prospects. J. Geogr. 2017 , 72 , 116–134. [ Google Scholar ] [ CrossRef ]
  • Xiang, Y.; Zhou, Z.X. Analysis of urban heat island driving factors based on geodetectors-Taking Wuhan as an example. Resour. Environ. Yangtze River Basin 2020 , 29 , 1768–1779. [ Google Scholar ]
  • Huang, Y.Q.; Li, X.Y.; Yu, Q.; Huang, H.G. Analysis of land use change and driving force in the Yellow River Basin from 1995 to 2018. J. Northwest For. Univ. 2022 , 37 , 113–121. [ Google Scholar ] [ CrossRef ]
  • Sun, J.F.; Li, G.D.; Zhang, Y.; Qin, W.S.; Wang, M.Y. Identification of priority areas for afforestation in the Loess Plateau region of China. Ecol. Indic. 2022 , 140 , 108998. [ Google Scholar ] [ CrossRef ]
  • Lu, C.; Qi, X.; Zheng, Z.S.; Jia, K. PLUS-Model based Multi-Scenario land space simulation of the lower Yellow River Region and its ecological effects. Sustainability 2022 , 14 , 6942. [ Google Scholar ] [ CrossRef ]
  • Pontius, R.G.; Boersma, W.; Castella, J.C.; Clarke, K.; de Nijs, T.; Dietzel, C.; Duan, Z.; Fotsing, E.; Goldstein, N.; Kok, K.; et al. Comparing the input, output, and validation maps for several models of land change. Ann. Reg. Sci. 2008 , 42 , 11–37. [ Google Scholar ] [ CrossRef ]
  • Chen, L.T.; Cai, H.S.; Zhang, T.; Zhang, X.L.; Zeng, H. Multi-scenario simulation analysis of land use in Raohe River Basin based on Markov-FLUS model. J. Ecol. 2022 , 42 , 3947–3958. [ Google Scholar ] [ CrossRef ]
  • Wang, B. Spatiotemporal Evolution and Multi Scenario Simulation of Land Use Conflict in Poyang Lake Area Based on PLUS Model. Master’s Thesis, Jiangxi Normal University, Nanchang, China, 2023. [ Google Scholar ] [ CrossRef ]
  • Ou, Y.X.; He, Q.Y.; Zhu, X. Modeling the impacts of land use change on ecosystem service values in urban agglomerations under multiple scenarios—A case study of ChangZhuTan urban agglomeration. Econ. Geogr. 2020 , 40 , 93–102. [ Google Scholar ] [ CrossRef ]
  • Yang, C.J.; Liu, J.Y.; Zhang, Z.X.; Zhao, X.L. Decision analysis of returning farmland to forest and grassland in China with the support of remote sensing and GIS. J. Remote Sens. 2002 , 3 , 205–211. [ Google Scholar ]
  • Jiang, X.H.; Gao, H.Q.; Lei, Y.X. Changes in land use types and driving factors in the Kuye River Basin over the past 40 years. South—North Water Divers. Water Resour. Sci. Technol. 2020 , 18 , 17–38. [ Google Scholar ] [ CrossRef ]
  • Wang, T.; He, H.; Wu, Z.Y. Analysis of land use and vegetation cover change in Kuye River Basin in the last 30 years. Hydropower Energy Sci. 2017 , 35 , 127–130+83. [ Google Scholar ]
  • Yin, J.K. The state council issued the “Outline of National Ecological Environment Protection”. Chongqing Environ. Sci. 2001 , 1 , 15–19. [ Google Scholar ]
  • Luo, W.; Yang, Z.J.; Lv, W.Y. Promoting ecological protection and high quality development in the Yellow River Basin. People Political Consult. Conf. Rep. Febr. 2024 , 27 , 1. [ Google Scholar ] [ CrossRef ]
  • Du, Q.; Bian, F.; Gao, J.G. Current situation, problems and countermeasures of soil and water conservation prevention and protection in the source area of key tributaries of the Yellow River. China Soil Water Conserv. 2016 , 9 , 19–21+40. [ Google Scholar ] [ CrossRef ]
  • Guo, Q.L.; Chen, X.H.; Liu, P.W.; Fang, H.J. Changes in runoff in the Kuye River Basin and the impact of human activities on it. Soil Water Conserv. Bull. 2014 , 34 , 110–113+117. [ Google Scholar ] [ CrossRef ]
  • Ma, J.G. Analysis of coordination evaluation of land spatial planning based on “Multi planning Integration”. Theor. Res. Urban Constr. (Electron. Version) 2024 , 19 , 4–6. [ Google Scholar ] [ CrossRef ]
  • Gong, Z.T.; Chen, H.Z.; Zhang, G.L.; Zhao, Y.G. Protecting arable land: Problems, crux, and approaches—Discussing the warning line of 120 million hectares of arable land in China. Ecol. Environ. 2007 , 5 , 1570–1573. [ Google Scholar ] [ CrossRef ]

Click here to enlarge figure

Research ModuleData DetailsData SourcesWeb AddressData
Processing Platform
Note
Land use structureCultivated land, woodland, grassland, construction land, waters, unutilized landGeospatial Data Cloud“ (accessed on 24 May 2024)”.ArcGIS, ENVIProduced the land use by using initial Landsat series images. Landsat TM 4–5 and Landsat 8 OLI_TRIS images were downloaded through the Geospatial Data Cloud, and image preprocessing was performed by ENVI 5.2 software with supervised classification to categorise land use types into farmland, woodland, grassland, construction land, waters, and unutilized land, with an image resolution of 30 m
Landscape Ecological Risk Drivers-NaturalPrecipitationNational Meteorological Administration (NMA)“ (accessed on 24 May 2024)”.ArcGISPrecipitation data ware NMA public data. Data ware obtained by free download from the National Meteorological Bureau. Visualisation of precipitation data by interpolation with ArcGIS 10.8 software
DEM (Digital Elevation Model)Geospatial Data Cloud“ (accessed on 24 May 2024)”.ArcGISDEM data were Geospatial Data Cloud public data and were available for download upon registration. Considering that the data were downloaded based on latitude and longitude, they also needed to be cropped according to the watershed boundaries. This was performed using the cropping module under the data management tools of the ArcGIS 10.8 software
SlopeGeospatial Data Cloud“ (accessed on 24 May 2024)”.ArcGISBased on the DEM data processed in ArcGIS 10.8 software, obtained by processing in the 3D analyst module of the ArcGIS Toolbox to obtain the slope data
Air temperatureScientific data platform on resources and environment“ (accessed on 24 May 2024)”.ArcGISAir temperature were public data. The data were obtained from the China Meteorological Data Module of the Resource and Environmental Science Data Registration and Publishing System (RESDPS). Image projection, transformation, and resampling were carried out using ArcGIS 10.8 software to ensure an image resolution of 30 m
Landscape ecological risk drivers-socio-economic factorsNight light, GDP (Gross Domestic Product), population densityScientific data platform on resources and environment“ (accessed on 24 May 2024)”.ArcGISNight light, GDP, and population density were public data. The data were obtained from the Socio-Economic Data Module of the Resource and Environmental Science Data Registration and Publishing System (RESDPS), and the image projection, transformation, and resampling were carried out in ArcGIS 10.8 software to ensure an image resolution of 30 m
Distance from road, distance from the cityScientific data platform on resources and environment“ (accessed on 24 May 2024)”.ArcGISRoadway data from Open Street Map, ArcGIS buffer and Euclidean distance module were used to derive the roadway distances; distance from the city was based on the Cave Creek Watershed administrative division, combined with ArcGIS 10.8 software analysis for derivation
Name of IndexFormulaExplanation of the Meaning of the FormulaMeaning of Index
Landscape fragmentation index (C ) C is the landscape fragmentation index; n is the number of patches in landscape type i; A is the area of landscape type iComplexity of spatial distribution of landscape types after encountering external disturbances
Landscape fractional dimension index (F ) n is the number of patches in landscape type i; A is the area of landscape type i in the jth risk cell; P is the perimeter of landscape type i in the jth risk cellComplexity of the shape of landscape types at a given scale
Landscape separation index (N ) N is the landscape separation index; n is the number of patches in landscape type i; A is the area of landscape type i; A is the total area of all landscapesLevel of patch heterogeneity in a particular landscape
Landscape disturbance index (E ) E is the landscape disturbance index; a, b, and c represent the weight of each landscape index, a + b + c = 1. In this paper, with reference to the results of many studies, such as by Tian et al. [ ], and combined with the actual situation of the study area, the weight of a is set to 0.5, the weight of b is set to 0.3, and the weight of c is set to 0.2; C is the landscape fragmentation index; N is the Landscape separation index; F is the landscape fractional dimension indexExtent of anthropogenic disturbance of the landscape
Landscape vulnerability index (Q )The Landscape vulnerability index (LVI) was assigned to different landscape types with reference to the existing research results [ , , ]. Sensitivity and vulnerability to and resistance to external disturbances
Landscape loss degree index (R ) R is the landscape loss degree index; E is the landscape disturbance index; Q is the landscape vulnerability indexEcological losses from external disturbance: the higher the degree of loss, the higher the degree of disturbance
Landscape ecological risk index (ERI ) ERI is the landscape ecological risk index; A is the area of landscape type i in the jth risk cell; A is the area of landscape type i; R is the landscape loss degree indexLandscape ecological risk profiles reflecting changes in ecological conditions
Relationship DescriptionInteraction
non-linear weakening
single-factor non-linear attenuation
two-factor enhancement
mutually independent
non-linear enhancement
Land Use TypeFarmlandWoodlandGrasslandWatersConstruction LandUnutilized Land
Farmland111111
Woodland111011
Grassland111111
Waters101101
Construction land111011
Unutilized land111111
The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

Wu, Y.; Qin, F.; Dong, X.; Li, L. Modelling Ecological Hazards and Causal Factors in the Yellow River Basin’s Key Tributaries: A Case Study of the Kuye River Basin and Its Future Outlook. Sustainability 2024 , 16 , 6977. https://doi.org/10.3390/su16166977

Wu Y, Qin F, Dong X, Li L. Modelling Ecological Hazards and Causal Factors in the Yellow River Basin’s Key Tributaries: A Case Study of the Kuye River Basin and Its Future Outlook. Sustainability . 2024; 16(16):6977. https://doi.org/10.3390/su16166977

Wu, Yihan, Fucang Qin, Xiaoyu Dong, and Long Li. 2024. "Modelling Ecological Hazards and Causal Factors in the Yellow River Basin’s Key Tributaries: A Case Study of the Kuye River Basin and Its Future Outlook" Sustainability 16, no. 16: 6977. https://doi.org/10.3390/su16166977

Article Metrics

Article access statistics, further information, mdpi initiatives, follow mdpi.

MDPI

Subscribe to receive issue release notifications and newsletters from MDPI journals

IMAGES

  1. Art Gallery Case Study Ppt

    case study of gallery

  2. Art Gallery Case Study Ppt

    case study of gallery

  3. Art Gallery Design Case Study

    case study of gallery

  4. Case Studies on Museums: KIASMA MUSEUM OF CONTEMPORARY ART

    case study of gallery

  5. Art Gallery Design Case Study

    case study of gallery

  6. Blanton Museum of Art Case Study

    case study of gallery

COMMENTS

  1. UX Case study- Journey of building an Art gallery app

    This case study describes the process I went through while designing an art gallery app as well as defines its functionality based on the insights I derived along the way.

  2. Case Study Club

    Case Study Club is the biggest curated gallery of the best UX design case studies. Get inspired by industry-leading designers, openly sharing their UX process.

  3. Case Study 2: Sago Galleries

    This case study is inspired by a Sharpen prompt to create a mobile virtual tour app for an art gallery. It is a documentation of my portfolio project that I completed as part of the first five courses of the Google UX Design Professional Certification. Duration: Two months (December 2022 + February 2023)

  4. Case study: Art gallery app. As part of the UX design course, I took

    I have designed an Art gallery app that will let users gather more information about the art or an artist which will provide information on scanning the artwork/QR code placed next to it. Effectiveness will be measured by taking user reviews and/or feedback. And to understand the core of the problem I conducted interviews with 5 people.

  5. Architecture of Exhibition Spaces: 23 Art Galleries around ...

    23 art gallery projects around the world with different design solutions that lead to different ways of exhibiting.

  6. UX Case Study: Art Gallery Mobile App

    UX Case Study: Art Gallery Mobile App. Every one of us experienced this moment of frustration in an art gallery when you are looking at a painting (or at an art object) and can't even imagine ...

  7. Case Study: Virtual art gallery tour app

    The goal is to create a virtual tour app for art galleries for all the art enthusiasts and students present all over the world to provide them with an app that let them explore different types of art forms. The app includes galleries from all around the world. The main purpose of the app is to make the world familiar with art within the comfort ...

  8. UX Case Study: Art gallery mobile app

    UX Case Study: Art gallery mobile app. A true artist is not one who is inspired, but one who inspires others.". — Salvador Dali. Art galleries offer the space to enjoy art within a public setting, allowing opportunities to learn about the art from professional historians, curators and artists through various media, including audio and ...

  9. Gallerie: The Handy Art Gallery App

    Foreword. In this first UX Design project for the Google UX Design Professional Certificate program, I need to showcase a mobile app design solution for the prompt "Design an audio-tour app for ...

  10. UX Case Study on a Art Gallery App

    Our Solution. "Our RD art gallery app provides a clean and simple user interface while offering essential functionalities such as exploring artwork, showcasing artist details, and purchasing art ...

  11. Gallery

    Gallery Top architecture projects recently published on ArchDaily. The most inspiring residential architecture, interior design, landscaping, urbanism, and more from the world's best architects ...

  12. Case Studies

    Collections Management Case Studies Explore our museum collections management case studies for compelling, firsthand accounts from Gallery Systems clients, sharing their collections management experiences. Learn how museum professionals tackle collection care challenges, from enhancing cataloguing standards and creating online collections, to implementing digital asset management systems, and ...

  13. The Gallery on Fifth

    The Gallery on Fifth. The Gallery on Fifth, a seven-story urban living space in Tucson, Arizona, is much more than an apartment complex. It's an innovative space that celebrates art in every form. From its architecture to furniture to paintings, it's an immersive experience for the senses.

  14. Case Study 03

    The research conducted in the Morris and Helen Belkin Art Gallery Case Study has led to recommendations that seek to ensure that the Gallery's recordkeeping system is able to support the long-term preservation of artworks with digital components.

  15. Virtual Art Gallery App Case Study

    Virtual Art Gallery App Case Study. Hey guys, I wanted to share my UX Redesign of Google arts and culture. I tried to design VR UI which helps to give information on art when clicked on that art in the museum.This should help demonstrate some of the design thinking I applied for the task. If you wanna see desktop version go to this link :

  16. Case Study Projects :: Photos, videos, logos, illustrations and

    UX Case Study - Whiskers Harshita Jalan 5.7k 178.5k Food App Case-Study UI UX Design Multiple Owners 51 428 SaaS Website Landing Page - Case Study Foysal Khan 248 2.6k TAXICO Case Study Multiple Owners 28 355 Ecommerce App Ui Design Multiple Owners 247 788 UX Case Study- Art Museum Siyam Abdullah 482 11.8k Fintech Mobile App UI UX Design ...

  17. UI UX Case Study Projects :: Photos, videos, logos ...

    Behance is the world's largest creative network for showcasing and discovering creative UI UX Case study work

  18. PDF The Artist-Developer: A Case Study of Impact through Art-Centered

    For this paper, which is a case study of one of the three projects, I examine Project Row Houses. First, in order to understand how the case study site fits into the larger picture, I present an overview and look at the city of Houston where Project Row Houses resides and the economic conditions that

  19. Case Study: Art Gallery App with audio guide feature

    The Liquid Art Gallery App is tailored to cater to diverse user needs. The platform offers a range of features including access to the latest exhibitions, audio guides for artworks and artists, a news section, an online store, and much more.

  20. Laboratory Research Scientist

    A major focus of the group is to understand why congenital heart defects occur in DS. With collaborators we are also working to understand the neurological aspects of DS. We have generated a series of genetically modified mouse strains with which we can map the location of causative genes, and study pathological mechanisms.

  21. UF Graduate Students Place 3rd in AAEA Case Study Competition

    At this year's Agricultural & Applied Economics Association (AAEA) annual meeting, UF graduate students Meri Hambaryan, Kelvin Amon, and Chenxi Hu, competed in the annual Case Study Competition against graduate students from all over the world, placing third.. Hosted by the Agribusiness Economics and Management (AEM) - Graduate Student Section (GSS), this prestigious competition invites ...

  22. Netflix Adopts Virtual Threads: a Case Study on Performance and ...

    This case study is a valuable example for performance engineers and developers as they explore virtual threads in their applications. About the Author. A N M Bazlur Rahman. Show more Show less.

  23. Designing a Virtual Art Gallery Experience

    They would like to gain further understanding and connection with the art piece, which is a difficulty with the current art gallery experience for people that are new to art.

  24. Glami Success Story

    Case study. How Gandalf achieved a 1316% ROAS and 100% overall higher revenues with Microsoft Advertising. How Gandalf achieved a 1316% ROAS and 100% overall higher revenues with Microsoft Advertising. March 01, 2024. Case study. How Flower Chimp achieved a 231% increase in total conversion rates with Microsoft Advertising.

  25. Fisheries and Seafood Scheme: Selected case studies

    Government activity Departments. Departments, agencies and public bodies. News. News stories, speeches, letters and notices. Guidance and regulation

  26. Reclaim the night, College Street: 'Our daughter studies in class 12

    "We are shocked that this incident happened in her workplace, which is such a reputed college of Kolkata. Our daughter studies in class 12 & she is equally shocked at the horrific crime. We couldn't sleep for 3-4 nights,'' added S. Sen Sharma, a schoolteacher and wife of Ghosh.

  27. Why Solo Apps Just Don't Work: A Kardashian Case Study

    Safety in Numbers. While the promise of having one's own app seems desirable for purposes of hoarding all the possible revenue, there are also problems with being the only celeb on an app ...

  28. Case study: Making art gallery visits welcoming & accessible

    A mobile application for finding out information about artists and art, making art gallery visits more accessible and enjoyable.

  29. What Exactly is "Righteous Anger?"

    This is especially the case when we consider a few verses down we are said to "Let all bitterness and wrath and anger … be put away." Why would Paul command the church to pursue something, drop something, and then a few verses down say to put every bit of it away? It doesn't make much sense in the context.

  30. Sustainability

    The Kuye River is the second largest tributary of the middle Yellow River. (1) Background: The Kuye River Basin, a typical erosion area of the Loess Plateau region, faces significant environmental challenges and intense human activities. Balancing environmental sustainability and economic development in this region is urgent. (2) Methods: This study analyses the phenomena, evolutionary ...