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Local Spatial Autocorrelation Statistics: Distributional Issues and an Application
Abstract
The statistics Gi(d) and Gi*(d), introduced in Getis and Ord (1992) for the study of local pattern in spatial data, are extended and their properties further explored. In particular, nonbinary weights are allowed and the statistics are related to Moran's autocorrelation statistic, I. The correlations between nearby values of the statistics are derived and verified by simulation. A Bonferroni criterion is used to approximate significance levels when testing extreme values from the set of statistics. An example of the use of the statistics is given using spatial‐temporal data on the AIDS epidemic centering on San Francisco. Results indicate that in recent years the disease is intensifying in the counties surrounding the city.
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- Sen Zhao, Xiuqin Wu, Jinxing Zhou, Paulo Pereira, Spatiotemporal tradeoffs and synergies in vegetation vitality and poverty transition in rocky desertification area, Science of The Total Environment, 10.1016/j.scitotenv.2020.141770, 752, (141770), (2021).
- Youjia Liang, Lijun Liu, Jiejun Huang, Youjia Liang, Lijun Liu, Jiejun Huang, Impact Assessment of LUCC on Ecosystem Services, Integrated Modelling of Ecosystem Services and Land-Use Change, 10.1007/978-981-13-9125-5_10, (169-182), (2020).
- Nadira D. Karunaweera, Samitha Ginige, Sanath Senanayake, Hermali Silva, Nuwani Manamperi, Nilakshi Samaranayake, Yamuna Siriwardana, Deepa Gamage, Upul Senerath, Guofa Zhou, Spatial Epidemiologic Trends and Hotspots of Leishmaniasis, Sri Lanka, 2001–2018, Emerging Infectious Diseases, 10.3201/eid2601.190971, 26, 1, (2020).
- S. Shirowzhan, S. Lim, J. Trinder, H. Li, S.M.E. Sepasgozar, Data mining for recognition of spatial distribution patterns of building heights using airborne lidar data, Advanced Engineering Informatics, 10.1016/j.aei.2020.101033, 43, (101033), (2020).
- Jiyuan Li, Xiao Feng, Jiangbin Yin, Fang Chen, Change Analysis of Spring Vegetation Green-Up Date in Qinba Mountains under the Support of Spatiotemporal Data Cube, Journal of Sensors, 10.1155/2020/6413654, 2020, (1-12), (2020).
- Yang Guan, Nannan Zhang, Yi Wang, Bing Rong, Meiting Ju, Comprehensive assessment of soil risk in a de-industrialized area in China, Journal of Cleaner Production, 10.1016/j.jclepro.2020.121302, (121302), (2020).
- Mary A. Young, Eric A. Treml, Jutta Beher, Molly Fredle, Harry Gorfine, Adam D. Miller, Stephen E. Swearer, Daniel Ierodiaconou, Using species distribution models to assess the long‐term impacts of changing oceanographic conditions on abalone density in south east Australia, Ecography, 10.1111/ecog.05181, 43, 7, (1052-1064), (2020).
- Yunxuan Li, Mohamed Abdel-Aty, Jinghui Yuan, Zeyang Cheng, Jian Lu, Analyzing traffic violation behavior at urban intersections: A spatio-temporal kernel density estimation approach using automated enforcement system data, Accident Analysis & Prevention, 10.1016/j.aap.2020.105509, 141, (105509), (2020).
- Michael Govorov, Viktor Putrenko, Gennady Gienko, Mining Spatial Patterns of Distribution of Uranium in Surface and Ground Waters in Ukraine, Waste Management, 10.4018/978-1-7998-1210-4, (1079-1104), (2020).
- Federico Morelli, Yanina Benedetti, Leszek Jerzak, Jan Kubecka, Juan D. Delgado, Combining the potential resilience of avian communities with climate change scenarios to identify areas of conservation concern, Ecological Indicators, 10.1016/j.ecolind.2020.106509, 116, (106509), (2020).
- Rafael Mora Torcal, Miquel Roy Sunyer, Jorge Martínez-Moreno, Alfonso Benito-Calvo, Sofia Samper Carro, Inside the Palimpsest: Identifying Short Occupations in the 497D Level of Cova Gran (Iberia), Short-Term Occupations in Paleolithic Archaeology, 10.1007/978-3-030-27403-0_3, (39-69), (2020).
- Sandy Dall'erba, Zhangliang Chen, Exploratory Spatial Data Analysis, International Encyclopedia of Human Geography, 10.1016/B978-0-08-102295-5.10541-4, (357-365), (2020).
- Ian R. Cleasby, Ellie Owen, Linda Wilson, Ewan D. Wakefield, Peadar O'Connell, Mark Bolton, Identifying important at-sea areas for seabirds using species distribution models and hotspot mapping, Biological Conservation, 10.1016/j.biocon.2019.108375, 241, (108375), (2020).
- Javier Navarro-Estupiñan, Agustín Robles-Morua, Rolando Díaz-Caravantes, Enrique R. Vivoni, Heat risk mapping through spatial analysis of remotely-sensed data and socioeconomic vulnerability in Hermosillo, México, Urban Climate, 10.1016/j.uclim.2019.100576, 31, (100576), (2020).
- Timothy C. Hart, Hot Spots of Crime: Methods and Predictive Analytics, Geographies of Behavioural Health, Crime, and Disorder, 10.1007/978-3-030-33467-3_5, (87-103), (2020).
- Bilal Aslam, Fahad Naseer, A statistical analysis of the spatial existence of earthquakes in Balochistan: clusters of seismicity, Environmental Earth Sciences, 10.1007/s12665-019-8790-2, 79, 1, (2020).
- David K. Wright, Junkyu Kim, Jiyoung Park, Jiwon Yang, Jangsuk Kim, Spatial modeling of archaeological site locations based on summed probability distributions and hot-spot analyses: A case study from the Three Kingdoms Period, Korea, Journal of Archaeological Science, 10.1016/j.jas.2019.105036, 113, (105036), (2020).
- Edilberto Nunes de Moura, Mario Procopiuck, GIS-based spatial analysis: basic sanitation services in Parana State, Southern Brazil, Environmental Monitoring and Assessment, 10.1007/s10661-020-8063-2, 192, 2, (2020).
- Sepideh Khajehei, Ali Ahmadalipour, Wanyun Shao, Hamid Moradkhani, A Place-based Assessment of Flash Flood Hazard and Vulnerability in the Contiguous United States, Scientific Reports, 10.1038/s41598-019-57349-z, 10, 1, (2020).
- Yangjun Fu, Xueyi Shi, Juan He, Ye Yuan, Lulu Qu, Identification and optimization strategy of county ecological security pattern: A case study in the Loess Plateau, China, Ecological Indicators, 10.1016/j.ecolind.2019.106030, 112, (106030), (2020).
- Youjin Lee, Elizabeth L. Ogburn, Testing for Network and Spatial Autocorrelation, Proceedings of NetSci-X 2020: Sixth International Winter School and Conference on Network Science, 10.1007/978-3-030-38965-9_7, (91-104), (2020).
- Muhammad Sajjad, Ning Lin, Johnny C.L. Chan, Spatial heterogeneities of current and future hurricane flood risk along the U.S. Atlantic and Gulf coasts, Science of The Total Environment, 10.1016/j.scitotenv.2020.136704, 713, (136704), (2020).
- Barbara Zimmerman, Stephen Schwartzman, Adriano Jerozolimski, Junio Esllei, Edson Santini, Sonia Hugh, Large Scale Forest Conservation With an Indigenous People in the Highly Threatened Southeastern Amazon of Brazil: The Kayapo, Reference Module in Earth Systems and Environmental Sciences, 10.1016/B978-0-12-409548-9.11918-9, (2020).
- Hongrui Ren, Yingjie Shang, Shuai Zhang, Measuring the spatiotemporal variations of vegetation net primary productivity in Inner Mongolia using spatial autocorrelation, Ecological Indicators, 10.1016/j.ecolind.2020.106108, 112, (106108), (2020).
- Hajime Seya, Global and local indicators of spatial associations, Spatial Analysis Using Big Data, 10.1016/B978-0-12-813127-5.00003-5, (33-56), (2020).
- Ivaneliza Simionato de Assis, Thais Zamboni Berra, Luana Seles Alves, Antônio Carlos Viera Ramos, Luiz Henrique Arroyo, Danielle Talita dos Santos, Marcos Augusto Moraes Arcoverde, Josilene Dália Alves, Juliane de Almeida Crispim, Flávia Meneguetti Pieri, Marco Andrey Cipriani Frade, Ione Carvalho Pinto, Carla Nunes, Ricardo Alexandre Arcêncio, Leprosy in urban space, areas of risk for disability and worsening of this health condition in Foz Do Iguaçu, the border region between Brazil, Paraguay and Argentina, BMC Public Health, 10.1186/s12889-020-8236-5, 20, 1, (2020).
- Muhammad Sajjad, Johnny C.L. Chan, Ning Lin, Incorporating natural habitats into coastal risk assessment frameworks, Environmental Science & Policy, 10.1016/j.envsci.2020.01.004, 106, (99-110), (2020).
- Zhanjun He, Min Deng, Zhong Xie, Liang Wu, Zhanlong Chen, Tao Pei, Discovering the joint influence of urban facilities on crime occurrence using spatial co-location pattern mining, Cities, 10.1016/j.cities.2020.102612, 99, (102612), (2020).
- Pedzisai Kowe, Onisimo Mutanga, John Odindi, Timothy Dube, A quantitative framework for analysing long term spatial clustering and vegetation fragmentation in an urban landscape using multi-temporal landsat data, International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2020.102057, 88, (102057), (2020).
- Carola A. Blazquez, Juan Felipe Calderón, Isabel Puelma, Towards a safe and sustainable mobility: Spatial-temporal analysis of bicycle crashes in Chile, Journal of Transport Geography, 10.1016/j.jtrangeo.2020.102802, 87, (102802), (2020).
- Khalid Mahmood, Rida Batool, Comparison of stochastic and traditional water quality indices for mapping groundwater quality zones, Environmental Earth Sciences, 10.1007/s12665-020-09148-3, 79, 17, (2020).
- Gulcan Sarp, Interaction between sediment transport rate and tectonic activity: the case of Kızılırmak Basin on the tectonically active NAFZ, Turkey, Arabian Journal of Geosciences, 10.1007/s12517-020-5240-0, 13, 6, (2020).
- Soyoung Jung, Xiao Qin, Connecting Motor Vehicle Crashes with Emergency Medical Services Performance: Spatial Assessment for the Korean Freeway System, Journal of Transportation Engineering, Part A: Systems, 10.1061/JTEPBS.0000354, 146, 6, (04020035), (2020).
- N.T. Son, C.F. Chen, C.R. Chen, Urban expansion and its impacts on local temperature in San Salvador, El Salvador, Urban Climate, 10.1016/j.uclim.2020.100617, 32, (100617), (2020).
- Pasicha Chaikaew, Opeyemi Adeyemi, Adenule O. Hamilton, Omonu Clifford, Spatial characteristics and economic value of threatened species (Khaya ivorensis), Scientific Reports, 10.1038/s41598-020-63145-x, 10, 1, (2020).
- Ming Zhao, Zengfeng Sun, Youwen Zeng, Exploring urban risk reduction strategy based on spatial statistics and scenario planning, Journal of Cleaner Production, 10.1016/j.jclepro.2020.121668, (121668), (2020).
- Xinyuan Liang, Yangbing Li, Caihong Ran, Mingzhen Li, Hao Zhang, Study on the transformed farmland landscape in rural areas of southwest China: A case study of Chongqing, Journal of Rural Studies, 10.1016/j.jrurstud.2020.04.017, (2020).
- Annet Oliveira, Kalaiselvi Selvaraj, Jaya Prasad Tripathy, Utkarsh Betodkar, Jagadish Cacodcar, Nikhita Quadros, Abhijit Wadkar, Geospatial clustering, seasonal trend and forecasting of Kyasanur Forest Disease in the state of Goa, India, 2015–2018, Tropical Medicine and Health, 10.1186/s41182-020-00213-y, 48, 1, (2020).
- Guowei Lyu, Luca Bertolini, Karin Pfeffer, Is Labour Productivity Higher in Transit Oriented Development Areas? A Study of Beijing, Tijdschrift voor economische en sociale geografie, 10.1111/tesg.12414, 111, 4, (652-670), (2020).
- Xiaoming Xu, Suravi Shrestha, Hammad Gilani, Murali K. Gumma, Baktiar N. Siddiqui, Atul K. Jain, Dynamics and drivers of land use and land cover changes in Bangladesh, Regional Environmental Change, 10.1007/s10113-020-01650-5, 20, 2, (2020).
- Samrat B. Kunwar, Alok K. Bohara, Jennifer Thacher, Public preference for river restoration in the Danda Basin, Nepal: A choice experiment study, Ecological Economics, 10.1016/j.ecolecon.2020.106690, 175, (106690), (2020).
- Peng Kang, Guanghan Song, Dongjie Chen, Huabo Duan, Ruoyu Zhong, Characterizing the generation and spatial patterns of carbon emissions from urban express delivery service in China, Environmental Impact Assessment Review, 10.1016/j.eiar.2019.106336, 80, (106336), (2020).
- George Grekousis, , Spatial Analysis Methods and Practice, 10.1017/9781108614528, (2020).
- Bedilu Alamirie Ejigu, Eshetu Wencheko, Introducing covariate dependent weighting matrices in fitting autoregressive models and measuring spatio-environmental autocorrelation, Spatial Statistics, 10.1016/j.spasta.2020.100454, (100454), (2020).
- Victoria M. Donovan, Caleb P. Roberts, Carissa L. Wonkka, Jeffrey L. Beck, Jesse N. Popp, Craig R. Allen, Dirac Twidwell, Range-wide monitoring of population trends for Rocky Mountain bighorn sheep, Biological Conservation, 10.1016/j.biocon.2020.108639, 248, (108639), (2020).
- Dan Jing, Han Zhao, Rong Ou, Hua Zhu, Ling Hu, Mohan Giri, Mengliang Ye, Epidemiological Characteristics and Spatiotemporal Analysis of Acute Hemorrhagic Conjunctivitis from 2004 to 2018 in Chongqing, China, Scientific Reports, 10.1038/s41598-020-66467-y, 10, 1, (2020).
- Julie Freyssenge, Florent Renard, Carlos El Khoury, Laurent Derex, Anne Termoz, Amine Chakir, Marion Douplat, Estelle Bravant, Anne-Marie Schott, Karim Tazarourte, Spatial distribution and differences of stroke occurrence in the Rhone department of France (STROKE 69 cohort), Scientific Reports, 10.1038/s41598-020-67011-8, 10, 1, (2020).
- Chi Shen, Zhongliang Zhou, Sha Lai, Li Lu, Wanyue Dong, Min Su, Jian Zhang, Xinyu Wang, Qiwei Deng, Yaru Chen, Xi Chen, Measuring spatial accessibility and within-province disparities in accessibility to county hospitals in Shaanxi Province of Western China based on web mapping navigation data, International Journal for Equity in Health, 10.1186/s12939-020-01217-0, 19, 1, (2020).
- Yingying Tian, Dingyang Zhou, Guanghui Jiang, Conflict or Coordination? Multiscale assessment of the spatio-temporal coupling relationship between urbanization and ecosystem services: The case of the Jingjinji Region, China, Ecological Indicators, 10.1016/j.ecolind.2020.106543, 117, (106543), (2020).
- Michael A. Horst, Madison E. Morgan, Tawnya M. Vernon, Eric H. Bradburn, Alan D. Cook, Tamer Shtayyeh, Lauren D'Andrea, Frederick B. Rogers, The geriatric trauma patient, Journal of Trauma and Acute Care Surgery, 10.1097/TA.0000000000002646, 89, 1, (192-198), (2020).
- Xinyuan Liang, Xiaobin Jin, Jie Ren, Zhengming Gu, Yinkang Zhou, A research framework of land use transition in Suzhou City coupled with land use structure and landscape multifunctionality, Science of The Total Environment, 10.1016/j.scitotenv.2020.139932, 737, (139932), (2020).
- Panagiotis Tampakis, Stylianos Sideridis, Panagiotis Nikitopoulos, Nikos Pelekis, Christos Doulkeridis, Yannis Theodoridis, Offline Trajectory Analytics, Big Data Analytics for Time-Critical Mobility Forecasting, 10.1007/978-3-030-45164-6, (275-312), (2020).
- Huanhuan Li, Wei Song, Pattern of spatial evolution of rural settlements in the Jizhou District of China during 1962–2030, Applied Geography, 10.1016/j.apgeog.2020.102247, 122, (102247), (2020).
- Bifeng Hu, Yin Zhou, Yefeng Jiang, Wenjun Ji, Zhiyi Fu, Shuai Shao, Shuo Li, Mingxiang Huang, Lianqing Zhou, Zhou Shi, Spatio-temporal variation and source changes of potentially toxic elements in soil on a typical plain of the Yangtze River Delta, China (2002–2012), Journal of Environmental Management, 10.1016/j.jenvman.2020.110943, 271, (110943), (2020).
- Xiao Huang, Cuizhen Wang, Estimates of exposure to the 100-year floods in the conterminous United States using national building footprints, International Journal of Disaster Risk Reduction, 10.1016/j.ijdrr.2020.101731, 50, (101731), (2020).
- Jiayi Lu, Dongqi Sun, Jiali Yu, Jiaming Li, Fangqu Niu, “Local versus Nonlocal” Enterprise Linkages of Global Cities: A Comparison between Beijing and Shanghai, China, Complexity, 10.1155/2020/8918534, 2020, (1-13), (2020).
- Lei Fang, Jinliang Huang, Zhenyu Zhang, Vilas Nitivattananon, Data-driven framework for delineating urban population dynamic patterns: Case study on Xiamen Island, China, Sustainable Cities and Society, 10.1016/j.scs.2020.102365, 62, (102365), (2020).
- Zhanjun He, Zhong Xie, Liang Wu, Liufeng Tao, Discovering significant situational profiles of crime occurrence by modeling complex spatial interactions, Spatial Statistics, 10.1016/j.spasta.2020.100463, 38, (100463), (2020).
- Zhenhua Chen, Zhaoya Gong, Shan Yang, Qiwei Ma, Changcheng Kan, Impact of extreme weather events on urban human flow: A perspective from location-based service data, Computers, Environment and Urban Systems, 10.1016/j.compenvurbsys.2020.101520, 83, (101520), (2020).
- Ran Tao, Jean-Claude Thill, BiFlowLISA: Measuring spatial association for bivariate flow data, Computers, Environment and Urban Systems, 10.1016/j.compenvurbsys.2020.101519, 83, (101519), (2020).
- Marc P. Armstrong, High Performance Computing for Geospatial Applications: A Retrospective View, High Performance Computing for Geospatial Applications, 10.1007/978-3-030-47998-5_2, (9-25), (2020).
- Jessica W. Cook Hale, Matthew Sanger, Cultural spaces and climate change: Modeling Holocene archaeological settlement patterns on the coastal plain of the southeastern United States, Journal of Anthropological Archaeology, 10.1016/j.jaa.2020.101198, 59, (101198), (2020).
- Alma Gabriela Copado-Rivera, Javier Bello-Pineda, José Antolín Aké-Castillo, Patricia Arceo, Spatial modeling to detect potential incidence zones of harmful algae blooms in Veracruz, Mexico, Estuarine, Coastal and Shelf Science, 10.1016/j.ecss.2020.106908, (106908), (2020).
- Robert Kent, Tyler D. Johnson, Michael R. Rosen, Status and trends of orthophosphate concentrations in groundwater used for public supply in California, Environmental Monitoring and Assessment, 10.1007/s10661-020-08504-x, 192, 8, (2020).
- Gerben Verbrugghe, Timothy Saey, Wim De Clercq, Lost but revived. Revisiting the medieval village of Nieuw‐Roeselare (Flanders) using large‐scale frequency‐domain multi‐receiver EMI and landscape archaeological prospection, Archaeological Prospection, 10.1002/arp.1768, 27, 3, (239-252), (2020).
- Zhiqing Zhuo, An Xing, Meng Cao, Yong Li, Yunze Zhao, Xiaoli Guo, Yuanfang Huang, Identifying the position of the compacted layer by measuring soil penetration resistance in a dryland farming region in Northeast China, Soil Use and Management, 10.1111/sum.12576, 36, 3, (494-506), (2020).
- Simona R. Grădinaru, Peilei Fan, Cristian I. Iojă, Mihai Răzvan Niță, Bogdan Suditu, Anna M. Hersperger, Impact of national policies on patterns of built-up development: an assessment over three decades, Land Use Policy, 10.1016/j.landusepol.2020.104510, 94, (104510), (2020).
- Ze Han, Wei Song, Abandoned cropland: Patterns and determinants within the Guangxi Karst Mountainous Area, China, Applied Geography, 10.1016/j.apgeog.2020.102245, 122, (102245), (2020).
- Yao Mao, Jinda Qi, Bao-Jie He, Impact of the heritage building façade in small-scale public spaces on human activity: Based on spatial analysis, Environmental Impact Assessment Review, 10.1016/j.eiar.2020.106457, 85, (106457), (2020).
- Dunyi Guan, Lei Lei, Zenglin Han, Spatial-Temporal Variation of Population Aging: A Case Study of China’s Liaoning Province, Complexity, 10.1155/2020/5436061, 2020, (1-13), (2020).
- Rodolfo Benevenuto, Brian Caulfield, Examining transport needs in the global south using a screening framework, Journal of Transport Geography, 10.1016/j.jtrangeo.2020.102845, 88, (102845), (2020).
- Lakshmi Srikanth, Ishwarya Srikanth, undefined, 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS), 10.1109/COMSNETS48256.2020.9027448, (99-104), (2020).
- Samapriya Roy, Scott M. Robeson, Alejandra C. Ortiz, Douglas A. Edmonds, Spatial and temporal patterns of land loss in the Lower Mississippi River Delta from 1983 to 2016, Remote Sensing of Environment, 10.1016/j.rse.2020.112046, 250, (112046), (2020).
- Robert J. Moriarity, Eric N. Liberda, Leonard J.S. Tsuji, Using a geographic information system to assess local scale methylmercury exposure from fish in nine communities of the eeyou istchee territory (james bay, quebec, canada), Environmental Research, 10.1016/j.envres.2020.110147, (110147), (2020).
- Chang-Lin Mei, Shou-Fang Xu, Feng Chen, Consistency of bootstrap approximation to the null distributions of local spatial statistics with application to house price analysis, Journal of Inequalities and Applications, 10.1186/s13660-020-02482-x, 2020, 1, (2020).
- Sandeep Maithani, Garima Nautiyal, Archana Sharma, Investigating the Effect of Lockdown During COVID-19 on Land Surface Temperature: Study of Dehradun City, India, Journal of the Indian Society of Remote Sensing, 10.1007/s12524-020-01157-w, 48, 9, (1297-1311), (2020).
- Gabriel de Castro Moreira, João Felipe Coimbra Leite Costa, Diego Machado Marques, Defining geologic domains using cluster analysis and indicator correlograms: a phosphate-titanium case study, Applied Earth Science, 10.1080/25726838.2020.1814483, (1), (2020).
- Mayra A. Zurbaran, Augusto Salazar, Maria Antonia Brovelli, Pedro M. Wightman, An Evaluation Framework for Assessing the Impact of Location Privacy on Geospatial Analysis, IEEE Access, 10.1109/ACCESS.2020.3019631, 8, (158224), (2020).
- Srikanth Vadlamani, Mahdi Hashemi, undefined, 2020 IEEE 21st International Conference on Information Reuse and Integration for Data Science (IRI), 10.1109/IRI49571.2020.00040, (231-236), (2020).
- Jangik Jin, Danya Kim, Does Inequity Exist between Real and Official Apartment Prices in Seoul? Empirical Evidence from Real Estate Big Data, Journal of Korea Planning Association, 10.17208/jkpa.2020.08.55.4.117, 55, 4, (117-130), (2020).
- Jungyu Choi, David K. Wright, Helena Pinto Lima, A new local scale prediction model of Amazonian landscape domestication sites, Journal of Archaeological Science, 10.1016/j.jas.2020.105240, 123, (105240), (2020).
- Ting Fan, Dongqian Xue, Spatial correlation of cultural industry and tourism industry in Shaanxi Province, China: LISA analysis based on coordination model, Asia Pacific Journal of Tourism Research, 10.1080/10941665.2020.1808492, 25, 9, (967-980), (2020).
- Julia Gonschorek, Geoprofiling in the Context of Civil Security: KDE Process Optimisation for Hotspot Analysis of Massive Emergency Location Data, Computational Science and Its Applications – ICCSA 2020, 10.1007/978-3-030-58811-3_42, (575-589), (2020).
- Jens Kersten, Friederike Klan, What happens where during disasters? A Workflow for the multifaceted characterization of crisis events based on Twitter data, Journal of Contingencies and Crisis Management, 10.1111/1468-5973.12321, 28, 3, (262-280), (2020).
- Maurice P. Cruz, Caroline E. Scruggs, Lauren N. Distler, Mapping potable reuse survey data using spatial statistics to inform tailored education and outreach, AWWA Water Science, 10.1002/aws2.1197, 2, 5, (2020).
- V.A. Dobryakova, N.N. Moskvina, L.F. Zhegalina, Getis-Ord Gi* statistics at adaptation of perennial hydrocarbon content data in Bolshoy Balyk river basin, Geodesy and Cartography, 10.22389/0016-7126-2020-959-5-54-64, 959, 5, (54-64), (2020).
- Nasser Bagheri, Paul Konings, Kinley Wangdi, Anne Parkinson, Soumya Mazumdar, Elizabeth Sturgiss, Aparna Lal, Kirsty Douglas, Nicholas Glasgow, Identifying hotspots of type 2 diabetes risk using general practice data and geospatial analysis: an approach to inform policy and practice, Australian Journal of Primary Health, 10.1071/PY19043, 26, 1, (43), (2020).
- Shaobin Wang, Haimeng Liu, Haixia Pu, Hao Yang, Spatial disparity and hierarchical cluster analysis of final energy consumption in China, Energy, 10.1016/j.energy.2020.117195, 197, (117195), (2020).
- Andrea Furková, Spatial Effects in Regional Innovation Activities, Politická ekonomie, 10.18267/j.polek.1269, 68, 1, (18-41), (2020).
- Manob Das, Arijit Das, Sahil Momin, Rajiv Pandey, Mapping the effect of climate change on community livelihood vulnerability in the riparian region of Gangatic Plain, India, Ecological Indicators, 10.1016/j.ecolind.2020.106815, 119, (106815), (2020).
- S. Requena, S. Oppel, A. L. Bond, J. Hall, J. Cleeland, R. J. M. Crawford, D. Davies, B. J. Dilley, T. Glass, A. Makhado, N. Ratcliffe, T. A. Reid, R. A. Ronconi, A. Schofield, A. Steinfurth, M. Wege, M. Bester, P. G. Ryan, Marine hotspots of activity inform protection of a threatened community of pelagic species in a large oceanic jurisdiction, Animal Conservation, 10.1111/acv.12572, 23, 5, (585-596), (2020).
- Marta Borowska-Stefańska, Katarzyna Leśniewska-Napierała, Szymon Wiśniewski, Land cover changes in Poland between 1990 and 2012, Geografie, 10.37040/geografie2018123010063, 123, 1, (63-83), (2020).
- Luc Anselin, GIS Research Infrastructure for Spatial Analysis of Real Estate Markets, Journal of Housing Research, 10.1080/10835547.1998.12091930, 9, 1, (113-133), (2020).
- Ayşe Can, GIS and Spatial Analysis of Housing and Mortgage Markets, Journal of Housing Research, 10.1080/10835547.1998.12091927, 9, 1, (61-86), (2020).
- Mauricio Castrejón, Anthony Charles, Human and climatic drivers affect spatial fishing patterns in a multiple-use marine protected area: The Galapagos Marine Reserve, PLOS ONE, 10.1371/journal.pone.0228094, 15, 1, (e0228094), (2020).
- Cheng Cui, Hang Dong, Hongyan Ren, Guozhen Lin, Lu Zhao, Characterization of Esophageal Cancer and Its Association with Influencing Factors in Guangzhou City, China, International Journal of Environmental Research and Public Health, 10.3390/ijerph17051498, 17, 5, (1498), (2020).
- Duo Zheng, Guanshi Zhang, Hui Shan, Qichao Tu, Hongjuan Wu, Sen Li, Spatio-Temporal Evolution of Urban Morphology in the Yangtze River Middle Reaches Megalopolis, China, Sustainability, 10.3390/su12051738, 12, 5, (1738), (2020).
- Jiahui Chen, Jianying Wang, Minjia Wang, Ruirui Liang, Yi Lu, Qiang Zhang, Qin Chen, Bing Niu, Retrospect and Risk Analysis of Foot-and-Mouth Disease in China Based on Integrated Surveillance and Spatial Analysis Tools, Frontiers in Veterinary Science, 10.3389/fvets.2019.00511, 6, (2020).
- Yiming Yan, Yuanyuan Wang, Zhenhong Du, Feng Zhang, Renyi Liu, Xinyue Ye, Where Urban Youth Work and Live: A Data-Driven Approach to Identify Urban Functional Areas at a Fine Scale, ISPRS International Journal of Geo-Information, 10.3390/ijgi9010042, 9, 1, (42), (2020).
- Pavel Grigoriev, Domantas Jasilionis, Sebastian Klüsener, Sergey Timonin, Evgeny Andreev, France Meslé, Jacques Vallin, Spatial patterns of male alcohol‐related mortality in Belarus, Lithuania, Poland and Russia, Drug and Alcohol Review, 10.1111/dar.13037, 0, 0, (2020).
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