# Publications ## expand\_more ## Publication List Download 30 citations download- [BibTeX](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=bibtex) - [EndNote X3 XML](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=endnote8) - [EndNote 7 XML](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=endnote7) - [Endnote tagged](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=tagged) - [Marc](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=marc) - [PubMedId](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=pubmed_id) - [RIS](/bibcite/export?pager_style=no_pager&number_of_items=30&sort_field=bibcite_year--desc&taxonomy_filters=&&&format=ris) ### 2025 Lingbo Liu, Lauren Cowan, Fahui Wang, and Tracy Onega. 2025. “[A Multi-Constraint Monte Carlo Simulation Approach to Downscaling Cancer Data](/publications/multi-constraint-monte-carlo-simulation-approach-downscaling-cancer-data)”. Health & Place, 91, Pp. 103411 Lingbo Liu, Lauren Cowan, Fahui Wang, and Tracy Onega. 2025. “[A Multi-Constraint Monte Carlo Simulation Approach to Downscaling Cancer Data](/publications/multi-constraint-monte-carlo-simulation-approach-downscaling-cancer-data)”. Health & Place, 91, Pp. 103411 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/https://doi.org/10.1016/j.healthplace.2024.103411) This study employs an innovative multi-constraint Monte Carlo simulation method to estimate suppressed county-level cancer counts for population subgroups and extend the downscaling from county to ZIP Code Tabulation Areas (ZCTA) in the U.S. Given the... - [ descriptionPublisher's Version](https://doi.org/https://doi.org/10.1016/j.healthplace.2024.103411) Lingbo Liu and Fahui Wang. 2025. “[Delineating Urban Agglomeration Regions in China by Network Community Scanning: Structures and Policy Implications](/publications/delineating-urban-agglomeration-regions-china-network-community-scanning)”. Cities, 158, Pp. 105721 Lingbo Liu and Fahui Wang. 2025. “[Delineating Urban Agglomeration Regions in China by Network Community Scanning: Structures and Policy Implications](/publications/delineating-urban-agglomeration-regions-china-network-community-scanning)”. Cities, 158, Pp. 105721 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.cities.2025.105721) This study employs the network community scanning (NCS) method to analyze inter-city human flow network patterns using the most recent 2023 Baidu mobility data in China. Specifically, it uses the Community Multiresolution Overlap Scan (CMOS) technique to... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.cities.2025.105721) Siqin Wang, Xiao Huang, Mengxi Zhang, Shuming Bao, Lingbo Liu, Xiaokang Fu, Ting Zhang, Yongze Song, Peter Kedron, John Wilson, Xinyue Ye, Chaowei Yang, and Wendy Weihe Guan. 2025. “[Open Science 2.0: Revolutionizing Spatiotemporal Data Sharing and Collaboration](/publications/open-science-20-revolutionizing-spatiotemporal-data-sharing-and)”. Computational Urban Science, 5, 4 Siqin Wang, Xiao Huang, Mengxi Zhang, Shuming Bao, Lingbo Liu, Xiaokang Fu, Ting Zhang, Yongze Song, Peter Kedron, John Wilson, Xinyue Ye, Chaowei Yang, and Wendy Weihe Guan. 2025. “[Open Science 2.0: Revolutionizing Spatiotemporal Data Sharing and Collaboration](/publications/open-science-20-revolutionizing-spatiotemporal-data-sharing-and)”. Computational Urban Science, 5, 4 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](http://dx.doi.org/10.1007/s43762-025-00165-1) The Spatial Data Lab (SDL) project is a collaborative initiative by the Center for Geographic Analysis at Harvard University, KNIME, Future Data Lab, China Data Institute, and George Mason University. Co-sponsored by the NSF IUCRCSpatiotemporal Innovation... - [ descriptionPublisher's Version](http://dx.doi.org/10.1007/s43762-025-00165-1) Lingbo Liu, Wendy Weihe Guan, Fahui Wang, and Shuming Bao. 2025. “[Visual Programming-Based Geospatial Cyberinfrastructure for Open-Source GIS Education 3.0](/publications/visual-programming-based-geospatial-cyberinfrastructure-open-source-gis)”. Cartography and Geographic Information Science Lingbo Liu, Wendy Weihe Guan, Fahui Wang, and Shuming Bao. 2025. “[Visual Programming-Based Geospatial Cyberinfrastructure for Open-Source GIS Education 3.0](/publications/visual-programming-based-geospatial-cyberinfrastructure-open-source-gis)”. Cartography and Geographic Information Science - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1080/15230406.2025.2462342) Open-ource GIS plays a pivotal role in advancing GIS education, fostering research collaboration, and supporting global sustainability by enabling the sharing of data, models, and knowledge. However, the integration of big data, deep learning methods, and... - [ descriptionPublisher's Version](https://doi.org/10.1080/15230406.2025.2462342) Erika Moen, Qianfei Wang, Lingbo Liu, Fahui Wang, Anna Tosteson, Rebecca Smith, Lauren Cowan, and Tracy Onega. 2025. “[Cross-State Travel for Cancer Care and Implications for Telehealth Reciprocity](/publications/cross-state-travel-cancer-care-and-implications-telehealth-reciprocity)”. JAMA Network Open, 8, 2 Erika Moen, Qianfei Wang, Lingbo Liu, Fahui Wang, Anna Tosteson, Rebecca Smith, Lauren Cowan, and Tracy Onega. 2025. “[Cross-State Travel for Cancer Care and Implications for Telehealth Reciprocity](/publications/cross-state-travel-cancer-care-and-implications-telehealth-reciprocity)”. JAMA Network Open, 8, 2 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](http://dx.doi.org/10.1001/jamanetworkopen.2024.61021) IMPORTANCE Patients often travel for cancer care, yet the extent to which patients cross state lines for cancer care is not well understood. This knowledge can have implications for policies that regulate telehealth access to out-of-state clinicians... - [ descriptionPublisher's Version](http://dx.doi.org/10.1001/jamanetworkopen.2024.61021) Lingbo Liu, Fahui Wang, and Tracy Onega. 2025. “[Cancer Incidence Data at the ZIP Code Tabulation Area Level in the United States Interpolated by Monte Carlo Simulation With Multiple Constraints](/publication/cancer-incidence-data-zip-code-tabulation-area-level-united-states-interpolated-monte)”, 12, 1, Pp. 909+ Lingbo Liu, Fahui Wang, and Tracy Onega. 2025. “[Cancer Incidence Data at the ZIP Code Tabulation Area Level in the United States Interpolated by Monte Carlo Simulation With Multiple Constraints](/publication/cancer-incidence-data-zip-code-tabulation-area-level-united-states-interpolated-monte)”, 12, 1, Pp. 909+ - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1038/s41597-025-05254-8) High-quality cancer data are fundamental for public health research and policy, but cancer data for small geographic units and population subgroups in the United States are rarely available due to small-sample suppression rules, spatial coarsening, and... - [ descriptionPublisher's Version](https://doi.org/10.1038/s41597-025-05254-8) Lingbo Liu, Lauren Cowan, Fahui Wang, and Tracy Onega. 2025. “[A Multi-Constraint Monte Carlo Simulation Approach to Downscaling Cancer Data](/publication/multi-constraint-monte-carlo-simulation-approach-downscaling-cancer-data)”, 91, Pp. 103411+ Lingbo Liu, Lauren Cowan, Fahui Wang, and Tracy Onega. 2025. “[A Multi-Constraint Monte Carlo Simulation Approach to Downscaling Cancer Data](/publication/multi-constraint-monte-carlo-simulation-approach-downscaling-cancer-data)”, 91, Pp. 103411+ Yinshuai Li, Nan Jia, Zhan Zhang, Jie Cheng, Wen Song, Lingbo Liu, Shuming Bao, Lilin Zheng, and Ruishan Chen. 2025. “[Mapping Global Urban Inequality under Climate Change and Its Interaction With Sustainable Development](/publication/mapping-global-urban-inequality-under-climate-change-and-its-interaction-sustainable)”, 62, 1, Pp. 2513104+ Yinshuai Li, Nan Jia, Zhan Zhang, Jie Cheng, Wen Song, Lingbo Liu, Shuming Bao, Lilin Zheng, and Ruishan Chen. 2025. “[Mapping Global Urban Inequality under Climate Change and Its Interaction With Sustainable Development](/publication/mapping-global-urban-inequality-under-climate-change-and-its-interaction-sustainable)”, 62, 1, Pp. 2513104+ Xiaokang Fu, Lingbo Liu, Meifang Li, Xiao Huang, Zhen Wu, and Bi Yu Chen. 2025. “[Calibration of 2SFCA and I2SFCA: A Case Study in Shenzhen, China Based on Online Physician Appointment Data](/publication/calibration-2sfca-and-i2sfca-case-study-shenzhen-china-based-online-physician)”, 29, 3, Pp. e70061+ Xiaokang Fu, Lingbo Liu, Meifang Li, Xiao Huang, Zhen Wu, and Bi Yu Chen. 2025. “[Calibration of 2SFCA and I2SFCA: A Case Study in Shenzhen, China Based on Online Physician Appointment Data](/publication/calibration-2sfca-and-i2sfca-case-study-shenzhen-china-based-online-physician)”, 29, 3, Pp. e70061+ Chenxi Liu, Lingbo Liu, Zhenghong Peng, Hao Wu, Fahui Wang, Hongzan Jiao, and Jingjing Wang. 2025. “[Planning Public Electric Vehicle Charging Stations to Balance Efficiency and Equality: A Case Study in Wuhan, China](/publication/planning-public-electric-vehicle-charging-stations-balance-efficiency-and-equality-case)”, 124, Pp. 106314+ Chenxi Liu, Lingbo Liu, Zhenghong Peng, Hao Wu, Fahui Wang, Hongzan Jiao, and Jingjing Wang. 2025. “[Planning Public Electric Vehicle Charging Stations to Balance Efficiency and Equality: A Case Study in Wuhan, China](/publication/planning-public-electric-vehicle-charging-stations-balance-efficiency-and-equality-case)”, 124, Pp. 106314+ Xiaokang Fu, Lingbo Liu, Weihe Wendy Guan, Yogya Kalra, Shuming Bao, Tobias Kötter, and Kevin Sturm. 2025. “[Advancing Replicable and Reproducible GIScience: An Approach With KNIME](/publication/advancing-replicable-and-reproducible-giscience-approach-knime)”, Pp. 1-21, Xiaokang Fu, Lingbo Liu, Weihe Wendy Guan, Yogya Kalra, Shuming Bao, Tobias Kötter, and Kevin Sturm. 2025. “[Advancing Replicable and Reproducible GIScience: An Approach With KNIME](/publication/advancing-replicable-and-reproducible-giscience-approach-knime)”, Pp. 1-21, Lingbo Liu and Fahui Wang. 2025. “[Detecting Cross-Boundary Regional Collaboration in China by Network Community Scanning With Human Mobility Data](/publication/detecting-cross-boundary-regional-collaboration-china-network-community-scanning-human)”, Pp. 23998083251339482+ Lingbo Liu and Fahui Wang. 2025. “[Detecting Cross-Boundary Regional Collaboration in China by Network Community Scanning With Human Mobility Data](/publication/detecting-cross-boundary-regional-collaboration-china-network-community-scanning-human)”, Pp. 23998083251339482+ Lingbo Liu and Fahui Wang. 2025. “[Delineating Urban Agglomeration Regions in China by Network Community Scanning: Structures and Policy Implications](/publication/delineating-urban-agglomeration-regions-china-network-community-scanning-structures-and)”, 158, Pp. 105721+ Lingbo Liu and Fahui Wang. 2025. “[Delineating Urban Agglomeration Regions in China by Network Community Scanning: Structures and Policy Implications](/publication/delineating-urban-agglomeration-regions-china-network-community-scanning-structures-and)”, 158, Pp. 105721+ ### 2024 Lingbo Liu. 2024. “[An Ensemble Framework for Explainable Geospatial Machine Learning Models. ](/publications/ensemble-framework-explainable-geospatial-machine-learning-models)”. International Journal of Applied Earth Observation and Geoinformation, 132, Pp. 104036 Lingbo Liu. 2024. “[An Ensemble Framework for Explainable Geospatial Machine Learning Models. ](/publications/ensemble-framework-explainable-geospatial-machine-learning-models)”. International Journal of Applied Earth Observation and Geoinformation, 132, Pp. 104036 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.104036) Analyzing spatially varying effects is pivotal in geographic analysis. However, accurately capturing and interpreting this variability is challenging due to the increasing complexity and non-linearity of geospatial data. Recent advancements in integrating... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.104036) Chenxi Liu, Zhenghong Peng, Lingbo Liu*, Hao Wu, Jan Kinne, Meng Cai, and Shixuan Li. 2024. “[XAI in Geographic Analysis of Innovation: Evaluating Proximity Factors in the Innovation Networks of Chinese Technology Companies through Web-Based Data](/publications/xai-geographic-analysis-innovation-evaluating-proximity-factors-innovation)”. Applied Geograhy, 171, Pp. 103373 Chenxi Liu, Zhenghong Peng, Lingbo Liu*, Hao Wu, Jan Kinne, Meng Cai, and Shixuan Li. 2024. “[XAI in Geographic Analysis of Innovation: Evaluating Proximity Factors in the Innovation Networks of Chinese Technology Companies through Web-Based Data](/publications/xai-geographic-analysis-innovation-evaluating-proximity-factors-innovation)”. Applied Geograhy, 171, Pp. 103373 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.apgeog.2024.103373) This research explores the nonlinear interactions among multidimensional proximities, including geographical, cognitive, organizational, institutional, social, and technological aspects, and their impact on innovation within networks of over three million... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.apgeog.2024.103373) Lingbo Liu, Fahui Wang*, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Weihe Wendy Guan*, and Shuming Bao. 2024. “[Elevating the RRE Framework for Geospatial Analysis With Visual Programming Platforms: An Exploration With Geospatial Analytics Extension for KNIME](/publications/elevating-rre-framework-geospatial-analysis-visual-programming-platforms)”. International Journal of Applied Earth Observation and Geoinformation, 130, Pp. 103948 Lingbo Liu, Fahui Wang*, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Weihe Wendy Guan*, and Shuming Bao. 2024. “[Elevating the RRE Framework for Geospatial Analysis With Visual Programming Platforms: An Exploration With Geospatial Analytics Extension for KNIME](/publications/elevating-rre-framework-geospatial-analysis-visual-programming-platforms)”. International Journal of Applied Earth Observation and Geoinformation, 130, Pp. 103948 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.103948) Reproducibility, replicability, and expandability (RRE) have emerged as fundamental concerns in the realm of scientific research and development. Wherein, devising effective solutions for RRE within geospatial analysis stands out as a particularly... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.103948) Siqin Wang, Xiao Huang, Pengyuan Liu, Mengxi Zhang, Filip Biljecki, Tao Hu, Xiaokang Fu, Lingbo Liu, Xintao Liu, Ruomei Wang, Yuanyuan Huang, Jingjing Yan, Jinghan Jiang, Michaelmary Chukwu, Seyed Reza Naghedi, Moein Hemmati, Yaxiong Shao, Nan Jia, Zhiyang Xiao, Tian Tian, and Shuming Bao. 2024. “[Mapping the Landscape and Roadmap of Geospatial Artificial Intelligence (GeoAI) in Quantitative Human Geography: An Extensive Systematic Review](/publications/mapping-landscape-and-roadmap-geospatial-artificial-intelligence-geoai)”. International Journal of Applied Earth Observation and Geoinformation, 128, Pp. 103734 Siqin Wang, Xiao Huang, Pengyuan Liu, Mengxi Zhang, Filip Biljecki, Tao Hu, Xiaokang Fu, Lingbo Liu, Xintao Liu, Ruomei Wang, Yuanyuan Huang, Jingjing Yan, Jinghan Jiang, Michaelmary Chukwu, Seyed Reza Naghedi, Moein Hemmati, Yaxiong Shao, Nan Jia, Zhiyang Xiao, Tian Tian, and Shuming Bao. 2024. “[Mapping the Landscape and Roadmap of Geospatial Artificial Intelligence (GeoAI) in Quantitative Human Geography: An Extensive Systematic Review](/publications/mapping-landscape-and-roadmap-geospatial-artificial-intelligence-geoai)”. International Journal of Applied Earth Observation and Geoinformation, 128, Pp. 103734 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.103734) This paper brings a comprehensive systematic review of the application of geospatial artificial intelligence (GeoAI) in quantitative human geography studies, including the subdomains of cultural, economic, political, historical, urban, population, social... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2024.103734) Chenxi Liu, Zhenghong Peng, Lingbo Liu, and Hao Wu. 2024. “[Analysis of Spatiotemporal Characteristics and Influencing Factors of Electric Vehicle Charging Based on Multisource Data](/publications/analysis-spatiotemporal-characteristics-and-influencing-factors-electric)”. ISPRS International Journal of Geo-Information, 13, 2, Pp. 37 Chenxi Liu, Zhenghong Peng, Lingbo Liu, and Hao Wu. 2024. “[Analysis of Spatiotemporal Characteristics and Influencing Factors of Electric Vehicle Charging Based on Multisource Data](/publications/analysis-spatiotemporal-characteristics-and-influencing-factors-electric)”. ISPRS International Journal of Geo-Information, 13, 2, Pp. 37 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.3390/ijgi13020037) Amid the global shift towards sustainable development, this study addresses the burgeoning electric vehicle (EV) market and its infrastructure challenges, particularly the lag in public charging facility development. Focusing on Wuhan, it utilizes big... - [ descriptionPublisher's Version](https://doi.org/10.3390/ijgi13020037) ### 2023 2023. “[Introduction to the Spatial Data Lab Project ](/publication/introduction-spatial-data-lab-project)” 2023. “[Introduction to the Spatial Data Lab Project ](/publication/introduction-spatial-data-lab-project)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Wendy Guan This presentation sheds light on the Spatial Data Lab project, an initiative focusing on the exploration and utilization of spatotemporal data. It is aimed at providing a comprehensive overview of the project's objectives... 2023. “[GIS X KNIME - Play Geospatial Analysis With the Ease of Building Blocks](/my-presentation)” 2023. “[GIS X KNIME - Play Geospatial Analysis With the Ease of Building Blocks](/my-presentation)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Lingbo Liu This presentation offers an engaging and accessible approach to geospatial analysis through the use of KNIME and Geosptial Analytics Extension. It focuses on simplifying GIS (Geographic Information Systems) processes with visual... 2023. “[Open Data Access With KNIME Extension: Dataverse, ArcGIS Living Atlas, Open Street Map](/publication/open-data-access-knime-extension-dataverse-arcgis-living-atlas-open-street-map)” 2023. “[Open Data Access With KNIME Extension: Dataverse, ArcGIS Living Atlas, Open Street Map](/publication/open-data-access-knime-extension-dataverse-arcgis-living-atlas-open-street-map)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Xiaokang Fu This presentation explores the capabilities of the KNIME platform in accessing and utilizing open data sources. Emphasis is on the KNIME extension’s seamless integration with diverse data repositories such as Harvard Dataverse... 2023. “[ Implementing GeoAI With KNIME and Its Geospatial Analytics Extension](/publication/implementing-geoai-knime-and-its-geospatial-analytics-extension)” 2023. “[ Implementing GeoAI With KNIME and Its Geospatial Analytics Extension](/publication/implementing-geoai-knime-and-its-geospatial-analytics-extension)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Ru Wang This presentation delves into the integration of GeoAI, especially on Geographic Random Forest, with KNIME, an open-source data analytics platform. The focus is on KNIME's Geospatial Analytics Extension, showcasing how it can be... 2023. “[Spatiotemporal Network Analysis of Cities in The Belt And Road Initiative Countries Based on Social Media Mobility Index](/aag1)” 2023. “[Spatiotemporal Network Analysis of Cities in The Belt And Road Initiative Countries Based on Social Media Mobility Index](/aag1)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Lingbo Liu The ongoing spread of COVID-19, the war in Ukraine and the intensification of extreme climate events around the world are changing the world, which is also affecting cities participating in the Belt and Road Initiative. However... 2023. “[Spatiotemporal Patterns of Forestland Change and Impacts on Carbon Storage in China](/aag2)” 2023. “[Spatiotemporal Patterns of Forestland Change and Impacts on Carbon Storage in China](/aag2)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Zhen Wu Carbon storage in terrestrial ecosystems and its changes have become the focus of research on climate and environmental changes, wherein forestland changes are the key driving factors affecting it. Studying the relationship between... 2023. “[Workflow Based Tools for Integrated Spatiotemporal Research](/aag3)” 2023. “[Workflow Based Tools for Integrated Spatiotemporal Research](/aag3)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Wendy Guan In the era of the 4th industrial revolution, geolocation became ubiquitous, place and time are embedded in data generated by the Internet of Things. Geospatial and temporal data are everywhere, from Global Navigation Satellite... 2023. “[GIS Moves Online: An Integrated Solution for Spatiotemporal Research, Teaching, and Applications](/2023315)” 2023. “[GIS Moves Online: An Integrated Solution for Spatiotemporal Research, Teaching, and Applications](/2023315)” - add\_circle do\_not\_disturb\_on Abstract Presenter: Lingbo Liu This presentation delve into the transformative journey of Geographic Information Systems (GIS) as it transitions to the online realm, focusing on creating an integrated solution for spatiotemporal analysis on Chinese literati... Lingbo Liu, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Carsten Haubold, Weihe Wendy Guan, Shuming Bao, and Fahui Wang. 2023. “[Geospatial Analytics Extension for KNIME](/publications/geospatial-analytics-extension-knime)”. SoftwareX, 25, Pp. 101627 Lingbo Liu, Xiaokang Fu, Tobias Kötter, Kevin Sturm, Carsten Haubold, Weihe Wendy Guan, Shuming Bao, and Fahui Wang. 2023. “[Geospatial Analytics Extension for KNIME](/publications/geospatial-analytics-extension-knime)”. SoftwareX, 25, Pp. 101627 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://www.sciencedirect.com/science/article/pii/S2352711023003230) The Geospatial Analytics Extension for KNIME (GAEK) is an innovative tool designed to integrate visual programming with geospatial analytics, streamlining GIS education and research in social sciences. GAEK simplifies access for users with an intuitive... - [ descriptionPublisher's Version](https://www.sciencedirect.com/science/article/pii/S2352711023003230) Rui Zhu, Dongxue Guo, and al. 2023. “[Deep Solar PV Refiner: A Detail-Oriented Deep Learning Network for Refined Segmentation of Photovoltaic Areas from Satellite Imagery](/publications/deep-solar-pv-refiner-detail-oriented-deep-learning-network-refined)”. International Journal of Applied Earth Observation and Geoinformation, 116 Rui Zhu, Dongxue Guo, and al. 2023. “[Deep Solar PV Refiner: A Detail-Oriented Deep Learning Network for Refined Segmentation of Photovoltaic Areas from Satellite Imagery](/publications/deep-solar-pv-refiner-detail-oriented-deep-learning-network-refined)”. International Journal of Applied Earth Observation and Geoinformation, 116 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2022.103134) To estimate electricity generation and evaluate the socio-economic effects of solar photovoltaic (PV) systems, it is critical to calculate the installed PV areas and quantify the installed capacity over a large region. Although general deep learning... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.jag.2022.103134) Xiaokang Fu, Devika Kakkar, Junyi Chen, Katie Moynihan, Thomas Hegland, and Jeff Blossom. 2023. “[A COMPARATIVE STUDY OF METHODS FOR DRIVE TIME ESTIMATION ON BIG GEOSPATIAL DATA: A CASE STUDY IN THE U.S.](/publications/comparative-study-methods-drive-time-estimation-big-geospatial-data-case)”. International Society for Photogrammetry and Remote Sensing (ISPRS) Xiaokang Fu, Devika Kakkar, Junyi Chen, Katie Moynihan, Thomas Hegland, and Jeff Blossom. 2023. “[A COMPARATIVE STUDY OF METHODS FOR DRIVE TIME ESTIMATION ON BIG GEOSPATIAL DATA: A CASE STUDY IN THE U.S.](/publications/comparative-study-methods-drive-time-estimation-big-geospatial-data-case)”. International Society for Photogrammetry and Remote Sensing (ISPRS) - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://isprs-archives.copernicus.org/articles/XLVIII-4-W7-2023/53/2023/isprs-archives-XLVIII-4-W7-2023-53-2023.html) Travel time estimation is crucial for several geospatial research studies, particularly healthcare accessibility studies. This paper presents a comparative study of six methods for drive time estimation on geospatial big data in the USA. The comparison is... - [ descriptionPublisher's Version](https://isprs-archives.copernicus.org/articles/XLVIII-4-W7-2023/53/2023/isprs-archives-XLVIII-4-W7-2023-53-2023.html) Lingbo Liu, Jennifer Alford-Teaster, Tracy Onega, and Fahui Wang. 2023. “[Refining 2SVCA Method for Measuring Telehealth Accessibility of Primary Care Physicians in Baton Rouge, Louisiana](/publications/refining-2svca-method-measuring-telehealth-accessibility-primary-care)”. Cities, 138, Pp. 104364 Lingbo Liu, Jennifer Alford-Teaster, Tracy Onega, and Fahui Wang. 2023. “[Refining 2SVCA Method for Measuring Telehealth Accessibility of Primary Care Physicians in Baton Rouge, Louisiana](/publications/refining-2svca-method-measuring-telehealth-accessibility-primary-care)”. Cities, 138, Pp. 104364 - add\_circle do\_not\_disturb\_on Abstract - [ descriptionPublisher's Version](https://doi.org/10.1016/j.cities.2023.104364) Equity in health care delivery is a longstanding concern of public health policy. Telehealth is considered an important way to level the [playing field](https://www.sciencedirect.com/topics/social-sciences/playground) by broadening health services access and improving quality of care and health outcomes. This study... - [ descriptionPublisher's Version](https://doi.org/10.1016/j.cities.2023.104364)