研究員
王勁峰
文章來源： | 發布時間：2016-09-09 | 【打印】 【關閉】
個人簡況：
地理信息科學與技術全國重點實驗室/中國科學院地理資源所研究員、中國科學院大學時空統計學首席教授、中國地理學會地理模型與地理信息分析委員會主任、中國GIS協會理論方法委員會主任（2004-2011）；空間統計學國際旗艦期刊Spatial Statistics、IJGIS等期刊副主編、編委，Maria Curie Fellowship，Elsevier中國高被引學者、全球高被引學者，發表SCI/SSCI論文250篇，包括Lancet Infectious Diseases、Lancet Planetary Health、NC，GIS國際旗艦期刊IJGIS最高被引論文, CSCD所有學科最高被引論文，生態指標國際頂刊Ecological Indicator最高被引論文。王勁峰原創了空間分異度量與歸因地理探測器模型，開拓了數據分析的黃金譜段：地理探測器已被70多國學者的近萬篇論文使用其中許多發表在專業與綜合國際學術頂刊（www.geodetector.cn）。
教育經歷：
學士：1985，地理學，陜西師范大學地理系
碩士：1988，凍土熱力學，中國科學院蘭州冰川凍土研究所（現中國科學院西北生態環境資源研究院）
博士：1991，地理信息科學，中國科學院地理研究所（現中國科學院地理科學與資源研究所）
博士后與進修：劍橋大學（2010，2000）；英國利物浦熱帶病研究中心（2010）；澳大利亞國家流行病研究中心（2004）；英國謝菲爾德大學（1994，1996，Maria Curie Fellowship）；奧地利維也納經濟大學（1993 OAD Scholarship）。
學術任職：
（1）國際
（2）國內
制定國標：
《地理信息 空間抽樣與統計推斷》國家標準（GB/Z 33451-2016）（王勁峰、胡茂桂、馮士雍、姜成晟、高秉博、郭燕莎、李連發、葛詠、劉鐵軍、李新通、馬立廣、程昌秀、周清波、范海梅、范一大、何建邦）
出版軟件：
[1] 地理探測器:www.geodetector.cn
[2] 空間抽樣與統計推斷: www.sssampling.cn
出版專著：
[21] 王勁峰、魏曉燕、魏羽涔著.2025.探寶.中國青年出版社.
[20] 吳士勇、蔡玥、王金營、王勁峰 等編著. 2024. 預期壽命測算方法與實踐. 協和醫科大學出版社.
[19] 鄭曉瑛、王勁峰 編著. 2023. 中國殘疾分型譜系：時空格局. 科學出版社.
[18] 王勁峰、廖一蘭、劉鑫 編著. 2019. 空間數據分析教程 第二版（普通高等教育十一五國家級規劃教材;中國科學院大學研究生教材）.科學出版社.
（案例數據下載：http://www.sssampling.cn/201sdabook/main.html）
(本書榮獲第二屆全國優秀地理圖書獎)
[17] 赫捷，陳萬青，王勁峰 等. 2019. 中國癌癥地圖集（十三五國家重點出版物出版規劃項目）. 中國地圖出版社.
[16] Yang WZ, Lan YJ, Sun Q, Wang JF, Li ZJ (Eds). 2017. Early Warning for Infectious Disease Outbreak: Theory and Practice. London: Elsevier.
[15] Christakos G, Wang JF, Wu JP. 2014. Stochastic Medical Reasoning and Environmental Health Exposure. London: Imperial College Press.
[14] 李連發、王勁峰著.2014．地理空間數據挖掘．科學出版社．
[13] 王勁峰、Fischer MM，劉鐵軍著.2012．經濟與社會科學空間分析．科學出版社．
[12] Fischer MM, Wang JF. 2011. Spatial Data Analysis: Problems, Techniques and Applications. Berlin: Springer.
[11] 王勁峰、廖一蘭、劉鑫編著. 2010. 空間數據分析教程（普通高等教育十一五國家級規劃教材）. 科學出版社.
[10] 王勁峰、姜成晟、李連發、胡茂桂 著. 2009. 空間抽樣與統計推斷. 科學出版社.
[9] 趙 永、王勁峰著. 2008.CGE模型及其經濟政策分析. 中國經濟出版社.
[8] 王勁峰 等著. 2006. 空間分析. 科學出版社.
[7] 葛 詠、王勁峰著. 2003. 遙感信息的不確定性研究—誤差傳遞模型. 地質出版社.
[6] 柏延臣、王勁峰著. 2003. 遙感信息的不確定性研究—分類與尺度效應. 地質出版社.
[5] 王勁峰 等著. 1995. 人地關系演進--全球變化,自然災害,人類活動中國典型區研究. 科學出版社.
[4] 王勁峰 等著. 1995. 中國自然災害區劃. 科學出版社.
[3] 王勁峰 等著. 1993. 中國自然災害影響評價方法研究. 中國科學技術出版社.
[2] 何建邦、田國良、王勁峰主編. 1993. 重大自然災害遙感監測評估研究進展. 中國科學技術出版社.
[1] 王勁峰著. 1993. 區域經濟分析的模型方法. 科學出版社.
代表性中文論文：
王勁峰, 徐成東. 2017. 地理探測器：原理與展望. 地理學報 72(1): 116-134.
（本文榮獲2020中國科協百篇優秀論文；《地理學報》創刊90周年90篇經典論文）
王勁峰, 葛詠, 李連發, 孟斌, 武繼磊, 柏延臣, 杜世宏, 廖一蘭, 胡茂桂, 徐成東. 2014. 地理學時空數據分析方法. 地理學報 69(9): 1326-1345.
發表SCI/SSCI論文：
2025
[250] Feng YQ, Wang JF*, Guo NL, Cai Y, Yin Q, Wu SY. 2025. Spatiotemporal trajectory of life expectancy and itsdisparity in China 2000 – 2030: Modellling and prediction. BMC Public Health 25: 3911. (SCI)
[249] Feng YQ, Miao ZW, Cai Y, Xu CD, Wu SY, Wang JF*. 2025. Disability-Free Life Expectancy and Its Drivers Among Aged 60 and Above Older Adults–China, 2018 and 2023. China CDC Weekly 7(52): 1597-1602. (SCI)
[248] Liao YL, Zhao T, Du W, Wang DY, Peng ZB, Xue S, Yu JX, Zhang A, Ren HY, Ren ZP, Gao F, Wang JF*, Stenseth NC*. 2025. How virus migration and meteorological elements shape the seasonality of influenza a/H3N2: A case study in China. One Health 20: 101037.
[247] Liang YT, Navarrete C, Wang JF*. 2025. Surging Scientific Capabilities in Cities Worldwide after Significant Earthquakes. Global Environmental Change. Accepted 20251229. (SCI)
[246] Shen FB, Xu CD, Wang JF*, Hu MG, Hu YH. 2025. Poisson means of stratified non-homogeneity: a new method to predict spatial counts. International Journal of Geographical Information Science. DOI: 10.1080/13658816.2025.2536505. (SCI)
[245] Yan B, Wang JF*, Xu CD, Liu J. 2025. Spatial Transmission Dynamics of Respiratory Syncytial Virus A in China. Transboundary and Emerging Diseases. DOI: 10.1155/tbed/9926198. (SCI)
[244] Yin Q, Wang JF, Zhou JY, Ren ZP. 2025. A new?approach?to?estimate?the?heat?thresholds?at the county level in China. BMC Public Health 25: 1606. (SCI)
[243] Zhang RC, Hu MG, Ye GX, Xu CD, Wang JF. 2026. GeoAI-based 3D spatial distribution modeling of PAHs in industrial contaminated soils. Environmental Pollution390: 127440. (SCI)
[242] Zhang ZP, Wang JF*. 2025. A Model to Identify Causality for Geographic Patterns. International Journal of Geographical Information Science. DOI: 10.1080/13658816.2025.2581207. (SCI)
2024
[241] Wang JF, Haining R, Zhang TL, Xu CD, Hu MG, Yin Q, Li LF, Zhou CH, Li GQ, Chen HY. 2024. Statistical modelling for spatially stratified heterogeneous data. Annals of the American Association of Geographers 14(3): 499-519. (SCI)
[240] Hu BS, Wu TT, Yin Q, Wang JF, Jiang B, Luo J. 2024. Calibrating Spatial Stratified Heterogeneity for Heavy-Tailed Distributed Data. Annals of the American Association of Geographers 114(7): 1568-1586. (SCI)
[239] Liao YL, Shi YH, Fan ZR, Zhu ZY, Huang BH, Du W, Wang JF, Wang LP. 2024. A new disease mapping method for improving data completeness of syndromic surveillance with high missing rates. Transactions in GIS 28: 1869–1882. (SCI)
[238] Shen FB, Xu CD, Wang JF, Hu MG, Guo GL, Fang TT, Zhu XB, Cao HY, Tao H, Hou YX. 2024. A new method for spatial three-dimensional prediction of soil heavy metals contamination. Catena 235: 107658. (SCI)
[237] Tang ZY, Sun Q, Pan J, Xie MY, Wang ZF, Lin XJ, Wang XL, Zhang YM, Xue QP, Bo YC, Wang JF, Liu X, Song C. 2024. Air pollution’s numerical, spatial, and temporal heterogeneous impacts on childhood hand, foot and mouth disease: a multi-model county-level study from China. BMC Public Health 24: 2825. (SCI)
[236] Wang L, Xu CD, Hu MG, Wang JF*, Qiao JJ, Chen W, Zhu QK, Wang ZP. 2024. Modeling tuberculosis transmission flow in China, 2010–2012. BMC Infectious Diseases 24: 784. (SCI)
[235] Wang HY, Song CQ, Wang JF, Gao PC. 2024. A raster?based spatial clustering method with robustness to spatial outliers. Scientific Reports 14: 4103. (SCI)
2023
[234] Chen M, Claramunt C, ?oltekin A, Liu XT, Peng P, Robinson AC, Wang DJ, Strobl J, Wison JP, Batty M, Kwan MP, Lotfian M, Golay F, Joost S, Ingensand J, Senousi AM, Cheng T, Bandrova T, Konecny M, Torrens PM, Klippel A, Li SN, Zhang FY, He L, Wang JF, Ratti C, Kolditz O, Lin H, Lu GN. 2023. Artificial intelligence and visual analytics in geographical space and cyberspace: Research opportunities and challenges. Earth-Science Reviews 241: 104438. (SCI)
[233] Gao BB, Yang JY, Chen ZY*, Sugihara G, Li MC, Stein A, Kwan MP, Wang JF*. 2023. Causal inference from cross-sectional earth system data with geographical convergent cross mapping. Nature Communications 14: 5875. (SCI)
[232] Lei YH, Wang JF*, Wang Y, Xu CD. 2023. Geographical evolutionary pathway of global tuberculosis incidence trends. BMC Public Health 23: 755. (SCI)
[231] Li LF*, Wang JF*, Franklin M, Yin Q, Wu JJ, Camps-Valls G, Zhu ZP, Wang CY, Ge Y, Reichstein M. 2023. Improving air quality assessment using physics-inspired deep graph learning. npj Climate and Atmospheric Science 6: 152. (SCI)
[230] Lin Y, Xu CD, Wang JF*. 2023. sandwichr: Spatial prediction in R based on spatial stratified heterogeneity. Transactions in GIS 27(5): 1579-1598. (SCI)
[229] Niu YL, Zhao Q, Gao Y, Xue T, Yin Q, Yin P, Wang JF, Zhou MG, Liu QY. 2023. The main and added effects of heat on mortality in 33 Chinese cities from 2007 to 2013. Frontiers of Environmental Science & Engineering 17(7): 81. (SCI)
[228] Wang L, Zhou KC, Zhang SR, Moudon AV, Wang JF, Zhu YG, Sun WY, Lin JF, Tian C, Liu M. 2023. Designing bike-friendly cities: Interactive effects of built environment factors on bike-sharing. Transportation Research Part D 117: 103670. (SCI)
[227] Wang L, Xu CD, Wang JF*, Qiao JJ, Wu NL, Li L. 2023. Spatiotemporal associations between hand, foot and mouth disease and meteorological factors over multiple climate zones. International Journal of Biometeorology 67: 1493–1504. (SCI)
[226] Wang L, Xu CD, Qi W, Ma HT, Wang JF*, Qiao JJ, Xu B. 2023. Spatial Effects and Associated Factors on Migration Flows of China from 2005 to 2015. Applied Spatial Analysis and Policy 16: 813–830. (SCI)
[225] Zhang H, Dong GP, Wang JF, Zhang TL, Meng XY, Yang DY, Liu Y, Lu BB. 2023. Understanding and extending the geographical detector model under a linear regression framework. International Journal of Geographical Information Science 37(11): 2437-2453. (SCI)
2022
[224] Bai HX, Cao F, Li DY, Ge Y, Wang JF. 2022. Spatial rough set-based geographical detectors for nominal target variables. Information Science 586: 525-539. (SCI)
[223] Feng YQ, Wei J, Hu MG, Xu CD, Li T, Wang JF, Chen W. 2022. Lagged effects of exposure to air pollutants on the risk of pulmonary tuberculosis in a highly polluted region. International Journal of Environmental Research and Public Health 19: 5752 (SCI)
[222] Gao BB, Li MC, Wang JF, Chen ZY. 2022. Temporally or spatially? Causation inference in Earth System Sciences. Science Bulletin 67: 232–235.
[221] Gao BB, Stein A, Wang JF*. 2022. A two-point machine learning method for the spatial prediction of soil pollution. International Journal of Applied Earth Observation and Geoinformation 108: 102742. (SCI)
[220] Gao BB, Wang JF*, Stein A, Chen ZY. 2022. Causal inference in spatial statistics. Spatial Statistics 50: 100621. (SCI)
[219] Ge Y, Zhang WB, Liu HY, Ruktanonchai CW, Hu MG, Wu XL, Song YZ, Ruktanonchai NW, Yan W, Cleary E, Feng LH, Li ZJ, Yang WZ, Liu MX, Tatem AJ, Wang JF, Lai SJ. 2022. Impacts of worldwide individual non-pharmaceutical interventions on COVID-19 transmission across waves and space. International Journal of Applied Earth Observations and Geoinformation 106: 102649. (SCI)
[218] Guo JG, Wang JF*, Xu CD, Song YZ. 2022. Modeling of spatial stratified heterogeneity. GIScience & Remote Sensing 59(1): 1660-1677. (SCI)
[217] Han CL, Xu RB, Wei XY, Zhang YJ, Liu JH, Zhang YG, Ye TT, Wang SW, Yu WH, Guo SY, Han K, Ding YM, Wang JF, Guo YM, Li SS. 2022. Surrounding road density of child care centers in Australia. Scientific Data 9: 140. (SCI)
[216] Hu BS, Zhang QQ, Tao V, Wang JF*, Lin H, Zuo LL, Meng Y. 2022. Assessing work resumption in hospitals during the COVID-19 epidemic in China using multiscale geographically weighted regression. Transaction in GIS 26: 2023–2040. (SCI)
[215] Hu MG, Wang JF*, Lin H, Ruktanonchai CW, Xu CD, Meng B, Zhang X, Carioli A, Feng YQ, Yin Q, Floyd JR, Ruktanonchai NW, Li ZJ, Yang WZ, Tatem AJ, Lai SJ. 2022. Risk of SARS-CoV-2 Transmission among air passengers in China. Clinical Infectious Diseases 75(1): 234-240. (SCI)
[214] Hu MG, Feng YQ, Li T, Zhao YL, Wang JF, Xu CD. 2022. Unbalanced risk of pulmonary tuberculosis in China at the subnational scale: Spatiotemporal analysis. JMIR Public Health and Surveillance 8(6): e36242. (SCI)
[213] Jing SQ, Wang JF*, Xu CD, Yang JT. 2022. Tree-like evolution pathways of global urban land expansion. Journal of Cleaner Production 378: 134562. (SCI)
[212] Liu XT, Chen M, Claramunt C, Batty M, Kwan MP, Seousi AM, Cheng T, Strobl J, Arzu C, Wilson J, Bandrov T, Konecny M, Torrens PM, Zhang FY, Wang JF, Ratti C, Koldtz O, Klippel A, Li SN, Lin H, Lu GN. 2022. Geographic information science in the era of geospatial big data: A cyberspace perspective. Innovation 3(5): 100279. (SCI)
[211] Wang L, Sun WY, Moudon AV, Zhu YG, Wang JF, Bao PP, Zhao XJ, Yang XM, Jia YH, Zhang SR. 2022. Deciphering the impact of urban development density on respiratory health using a quasi-cohort analysis of 5495 non-smoking lung cancer cases. Science of the Total Environment 850: 158014.
[210] Wang Y, Wang JF*, Liu YS, Li J. 2022. Calibrations of urbanization level in China. China CDC Weekly 4(6): 111-115.
[209] Xu CD, Wang JF, Hu MG, Wang W. 2022. A new method for interpolation of missing air quality data at monitor stations. Environment International 169: 107538. (SCI)
[208] Yang JT, Wang JF*, Liao XY, Tao H, Li Y. 2022. Chain modeling for the biogeochemical nexus of cadmium in soil–rice–human health system. Environment International 167: 107424. (SCI)
2021
[207] Duan CS, Zuo SD, Wu ZF, Qiu Y, Wang JF, Lei YH, Liao H, Ren Y. 2021. A review of research hotspots and trends in biogenic volatile organic compounds (BVOCs) emissions combining bibliometrics with evolution tree methods. Environmental Research Letters 16: 013003. (SCI)
[206] Li LF, Fang Y, Wu J, Wang JF, Ge Y. 2021. Autoencoder based deep residual networks for robust regression and spatiotemporal estimation. IEEE Transactions on Neural Networks and Learning Systems 32(9): 4217- 4230. (SCI)
[205] Li LY, Zhang SR, Wang JF, Yang XM, Wang L. 2021. Governing public health emergencies during the coronavirus disease outbreak: Lessons from four Chinese cities in the first wave. Urban Studies60(9): 1750-1770. (SCI)
[204] Liao YL, Li CL, Xia CF, Zheng RS, Xu B, Zeng HM, Zhang SW, Wang JF, Chen WQ. 2021. Spatial distribution of esophageal cancer mortality in China: a machine learning approach. International Health 13(1): 70-79. (SCI)
[203] Hu BS, Ning P, Qiu JY, Tao V, Thomas AD, Chen HY, Wang JF*, Lin H*. 2021. Modeling the complete spatiotemporal spread of the COVID-19 epidemic in mainland China. International Journal of Infectious Diseases 110(2021): 247-257. (SCI)
[202] Hu MG, Lin H, Wang JF*, Xu CD, Tatem AJ, Meng B, Zhang X, Liu YF, Wang PD, Wu GZ, Xie HY, Lai SJ. 2021. The risk of COVID-19 transmission in train passengers across China, December 2019 – March 2020: an epidemiological and modelling study. Clinical Infectious Diseases 72(4): 604-10. (SCI)
[201] Wang L, Xu CD, Wang JF*, Qiao JJ, Yan MT, Zhu QK. 2021. Spatiotemporal heterogeneity and its determinants of COVID-19 transmission in typical labor export provinces of China. BMC Infectious Diseases 21: 242. (SCI)
[200] Xu B, Wang JF*, Li ZJ, Xu CD, Liao YL, Hu MG, Yang J, Lai SJ, Wang LP, Yang WZ*. 2021. Seasonal association between viral etiologies of hospitalized acute lower respiratory infections and meteorological factors in China. Lancet Planetary Health 5: e154-63. (SCI)
[199] Xu B, Wang JF*, Yan B, Xu CD, Yang DY. 2021. Global spatiotemporal transmission patterns of human enterovirus 71 from 1963 to 2019. Virus Evolution 7(2): 1-17 (SCI)
[198] Yang J, Zhou MG, Ren ZP, Li MM, Wang BG, Liu DL, Ou CQ, Yin P, Sun JM, Tong SL, Wang H, Zhang CL, Wang JF, Guo YM, Liu QY. 2021. Projecting heat-related excess mortality under climate change scenarios in China. Nature Communications 12: 1039. (SCI)
[197] Yang JT, Wang JF*, Xu CD, Liao XY, Tao H. 2021. Modeling the spatial relationship between rice cadmium and soil properties at a regional scale considering confounding effects and spatial heterogeneity. Chemosphere 287: 132402. (SCI)?
[196] Yang JT, Wang JF*, Xu CD, Liu Y, Wang XM, Wang L, Wu YN, Xiao GX. 2021. Rice supply flows and their determinants in China. Resources, Conversation& Recycling 174: 105812. (SCI)?
[195] Zhang WB, Ge Y, Liu MX, Atkinson PM, Wang JF, Zhang XN. 2021. Risk assessment of the step-by-step return-to-work policy in Beijing following the COVID-19 epidemic peak. Stochastic Environmental Research and Risk Assessment 35: 481–498. (SCI)
2020
[194] Wang JF, Gao BB, Stein A. 2020. Spatial statistic trinity: A generic framework for spatial sampling and inference. Environmental Modelling & Software 134: 104835. (SCI)
[193] Bai HX, Cao F, Atkinson P, Chen Q, Wang JF, Ge Y. 2020. Incorporating spatial association into statistical classifiers: local pattern-based prior tuning. International Journal of Geographical Information Science 34(10): 2077-2114. (SCI)
[192] Fan HM, Wang JX, Hu MG, Li Z, Jiang XS, Wang JF. 2019. Spatiotemporal assessment of marine environmental monitoring programme based on DIN concentration in the Yangtze River estuary and its adjacent sea. Science of the Total Environment 707: 135527. (SCI)
[191] Gao BB, Hu MG, Wang JF*, Xu CD, Chen ZY, Fan HM, Ding HY. 2020. Interpolation of marine environment data using P-MSN. International Journal of Geographical Information Science 34(3): 577-603. (SCI)
[190] Hu BS, Qiu WQ; Xu CD, Wang JF*. 2020. Integration of a Kalman filter in the geographically weighted regression for modeling the transmission of hand, foot and mouth disease. BMC Public Health 20: 479. (SCI)
[189] Hu BS, Qiu JY, Chen HY, Tao V, Wang JF*, Lin H. 2020. First, second and potential third generation spreads of the COVID-19 epidemic in mainland China: an early exploratory study incorporating location-based service data of mobile devices. International Journal of Infectious Diseases 96(2020): 489-495. (SCI)
[188] Hu BS, Ning P, Li Y, Xu CD, Christakos G, Wang JF*. 2020. Space-time disease mapping by combining Bayesian maximum entropy and Kalman filter: The BME-Kalman approach. International Journal of Geographical Information Science 35(3): 466-489. (SCI)
[187] Hu MG, Xu CD, Wang JF*. 2020. Spatiotemporal analysis of men who have sex with men in mainland China. JMIR mHealth and uHealth 8(1): e14800. (SCI)
[186] Huang DC, Wang JF*, Yang TF. 2020. Mapping the spatial–temporal distribution and migration patterns of men who have sex with men in mainland China: A web-based study. International Journal of Environmental Research and Public Health 2020(17): 1469. (SCI)
[185] Li JM, Liang J, Wang JF*, Ren ZP, Yang D, Wang YP, Mu Y, Li XH, Li MR, Guo YM, Zhu J. 2020. Spatiotemporal trends in maternal mortality ratios in 2205 Chinese counties from 2010-2013 and ecological determinants: A Bayesian modelling analysis. PLOS Medicine 17(5): e1003114 (SCI)
[184] Lin Y, Wang JF*, Xu CD. 2020. Theoretical and empirical comparative evaluations on measures of map association. Journal of Geographical Systems 22: 361-390. (SSCI)
[183] Song YZ, Ge Y, Wang JF, Xu CD. 2020.?An optimal parameters-based geographical detector model enhances geographic characteristics of explanatory variables for spatial heterogeneity analysis: Cases with different types of spatial data. GIScience?& Remote Sensing 57(5): 593-610. (SCI)
[182] Wang Y, Wang JF*. 2020. Modelling and prediction of global non-communicable diseases. BMC Public Health 20: 822. (SCI)
2019
[181] Bai HX, Li DY, Ge Y, Wang JF. 2019. A spatial heterogeneity-based rough set extension for spatial data. International Journal of Geographical InformationScience 33(1-2): 240-268. (SCI)
[180] Ge Y, Jin Y, Stein A, Chen YH, Wang JH, Wang JF, Cheng QM, Bai HX, Liu MX, Atkinson P. 2019. Principles and methods of scaling geospatial earth science data. Earth-Science Review 197: 102897. (SCI)
[179] Li J, Xu FJ, Sun ZJ, Wang JF*. 2019. Regional differences and spatial patterns of health status of the member states in The Belt and Road Initiative. PLoS ONE 14(1): e0211264. (SCI)
[178] Liu X, Wang JF*, Christakos G, Liao YL. 2019. China population distributions at multiple geographical scales and their correlates. Journal of Environmental Informatics 34(1): 15-27. (SCI)
[177] Liu T, Ren ZP, Zhang YH, Feng BX, Lin HL, Xiao JP, Zeng WL, Li X, Li ZH, Rutherford S, Xu YJ, Lin S, Nasca PC, Du YD, Wang JF, Huang CR, Jia P, Ma WJ. 2019. Modification effects of population expansion, ageing and adaptation on heat-related mortality risks under different climate change scenarios in Guangzhou, China. International Journal of Environmental Research and Public Health 16: 376. (SCI)
[176] Song C, Shi X, Bo YC, Wang JF, Wang Y, Huang DC. 2019. Exploring spatiotemporal nonstationary effects of climate factors on hand, foot and mouth disease using Bayesian spatiotemporally varying coefficient model (STVC) in Sichuan, China. Science of the Total Environment 648: 550–560. (SCI)
[175] Song C, He YQ, Bo YC, Wang JF, Ren ZP, Guo JG, Yang HB. 2019. Disease relative risk downscaling model to localize spatial epidemiologic indicators for mapping hand, foot, and mouth disease over China. Stochastic Environmental Research and Risk Assessment 33:1815–1833. (SCI)
[174] Wang JX, Hu MG, Gao BB, Fan HM, Wang JF. 2019. A spatiotemporal interpolation method for the assessment of pollutant concentrations in the Yangtze River estuary and adjacent areas from 2004 to 2013. Environmental Pollution 252: 501-510. (SCI)
[173] Xin HL, Yu JX, Hu MG, Jiang FC, Li XJ, Wang LP, Huang JL, Wang JF, Sun JL, Li ZJ. 2019. Evaluation of scrub typhus diagnosis in China: analysis of nationwide surveillance data from 2006 to 2016. Infectious Disease of Poverty 8: 59.
[172] Xu CD, Xing DF, Wang JF*, Xiao GX. 2019. The lag effect of water pollution on the mortality rate for esophageal cancer in a rapidly industrialized region in China. Environmental Science and Pollution Research. doi: 10.1007/s11356-019-06408-z.
[171] Yin Q, Wang JF*, Su JT, Wei ZH. 2019. A new method to estimate the temperature-CVD mortality relationship. Environmental Science and Pollution Research 26: 8895–8901. (SCI)
[170] Yin Q, Wang JF*, Ren ZP, Li J, Guo YM. 2019. Mapping the increased minimum mortality temperatures in the context of global climate change. Nature Communications 10: 4640. (SCI)
[169] Zhang LQ, Liu WW, Hou K, Lin JT, Song CQ, Zhou CH, Huang B, Tong XH, Wang JF, Rhine W, Jiao Y, Wang ZW, Ni RJ, Liu MY, Zhang L, Wang ZY, Wang YB, Li XG, Liu SH, Wang YH. 2019. Air pollution exposure associates with increased risk of neonatal jaundice. Nature Communications 10: 3741. (SCI)
2018
[168] Wang JF*, Xu CD, Hu MG, Li QX, Yan ZW, Jones P. 2018.?Global land surface air temperature dynamics since 1880. International Journal of Climatology 38: e466-e474. (SCI)
[167] Fan HM, Gao BB*, Wang JF*, Qin XG, Liu PX, Hu MG, Xu P. 2018. Optimization of Shanghai marine environmental monitoring sites in the identification of boundaries of different water quality grades. Journal of Ocean University of China (Oceanic and Coastal Sea Research) 17: 846-854. (SCI)
[166] Huang DC, Wang JF*. 2018. Monitoring Hand, Foot and Mouth Diseases by combining search engine query data and meteorological factors. Science of the Total Environment 612: 1293–1299. (SCI)
[165] Huang JX*, Wang L, Wang SB, Lu YL, Zhang WW, Wang JF*. 2018. Spatial and temporal characteristics of temperature effects on cardiovascular disease in Southern China using the Empirical Mode Decomposition method.?Scientific Reports 8: 14775 (SCI)
[164] Kong LC, Wang JF*, Li ZJ, Lai SJ, Liu QY, Wu HX, Yang WZ. 2018. Modeling the heterogeneity of Dengue transmission in a City. International Journal of Environmental Research and Public Health 15: 1128. (SCI)
[163] Li JM, Wang NN, Wang JF*, Li HL. 2018. Spatiotemporal evolution of the remotely sensed global continental PM2.5 concentration in 2000-2014 based on Bayesian statistics. Environmental Pollution 238: 471-481. (SCI)
[162] Li JM, Wang JF*, Wang NN, Li HL. 2018. A Bayesian space-time hierarchical model for remotely sensed lattice data based on multiscale homogeneous statistical units. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11(7): 2151-2161. (SCI)
[161] Li LF, Qiu WY, Xu CD, Wang JF. 2018. A spatiotemporal mixed model to assess the influence of environmental and socioeconomic factors on the incidence of hand, foot and mouth disease. BMC Public Health 18: 274. (SCI)
[160] Li LF, Zhang ZH, Meng X, Fang Y, Ge Y, Wang JF, Wang CY, Wu J, Kan HD. 2018.?Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth. Remote Sensing of Environment 217: 573-586. (SCI)
[159] Liao YL, Xu B, Liu XC, Wang JF, Hu SX, Huang W, Luo KW, Gao LD. 2018. Using a Bayesian belief network model for early warning of death and severe risk of HFMD in Hunan province, China. Stochastic Environmental Research and Risk Assessment 32: 1531–1544. (SCI)
[158] Liao YL*, Li DY, Zhang NX, Xia CF, Zheng RS, Zeng HM, Zhang SW, Wang JF*, Chen WQ. 2018. Application of sandwich spatial estimation method in cancer mapping: A case study for breast cancer mortality in the Chinese mainland, 2005. Statistical Methods in Medical Research. DOI: 10.1177/0962280218811344. (SCI)
[157] Liu TJ, Wang JF*, Xu C, Ma JQ, Xu CD, Zhang HY. 2018. Sandwich mapping of rodent density in Jilin Province, China. Journal of Geographical Sciences 28(4): 445-458. (SCI)
[156] Ren ZP, Zhu J, Gao YF, Yin Q, Hu MG, Li D, Deng CF, Li L, Deng K, Wang YP, Li XH, Wang JF*. 2018. Maternal exposure to ambient PM10 during pregnancy increases the risk of congenital heart defects: evidence from machine learning models. Science of the Total Environment 630: 1-10. (SCI)
[155] Song C, Yang X, Shi X, Bo YC, Wang JF. 2018. Estimating missing values in China’s official socioeconomic statistics using progressive spatiotemporal Bayesian hierarchical modeling. Scientific Report 8: 10055. (SCI)
[154] Song C, He YQ, Bo YC, Wang JF, Ren ZP, Yang HB. 2018. Risk assessment and mapping of Hand, Foot, and Mouth Disease at the county level in mainland China using spatiotemporal zero-inflated Bayesian Hierarchical Models. International Journal of Environmental Research and Public Health 15: 1476. (SCI)
[153] Xu CD*, Xiao GX*, Wang JF, Zhang XX, Liang JJ. 2017. Spatiotemporal risk of bacillary dysentery and sensitivity to meteorological factors in Hunan province, China. International Journal of Environmental Research and Public Health 15: 47. (SCI)
[152] Xu CD, Wang JF*, Li QX. 2018. A new method for temperatures spatial interpolation based on sparse historical stations. Journal of Climate 31: 1757-1770. (SCI)
[151] Yin Q, Wang JF*. 2018. A better indicator to measure the effects of meteorological factors on cardiovascular mortality: heat index. Environmental Science and Pollution Research 25: 22842–22849. (SCI)
2017
[150] Wang JF*, Yin Q, Tong SL, Ren ZP, Hu MG, Zhang HR. 2017.?Prolonged continuous exposure to high fine particulate matter associated with cardiovascular and respiratory disease mortality in Beijing, China. Atmospheric Environment 168 (2017): 1-7. (SCI)
[149] Fan HM, Gao BB, Xu R, Wang JF. 2017. Optimization of Shanghai marine environment monitoring sites by integrating spatial correlation and stratified heterogeneity. Acta Oceanologica Sinica 36(2): 111-121. (SCI)
[148] Ge Y, Song YZ, Wang JF, Liu W, Ren ZP, Peng JH, Lu BB. 2016. Geographically weighted regression-based determinants of malaria incidences in northern China. Transactions in GIS 21(5): 934-953. (SSCI)
[147] Li J, Wang JF*, Xu CD, Yin Q, Hu MG, Sun ZJ, Shao DW. 2017. Status of research and surveillance on hand, foot and mouth disease in Mainland China before it was listed as category C disease in May 2008. Lancet Infectious Diseases17(10): 1017–1018. (SCI)
[146] Li LF, Zhang JH, Qiu WY, Wang JF, Fang Y. 2017. An ensemble spatiotemporal model for predicting PM2.5 concentrations. International Journal of Environmental Research and Public Health 14: 549. (SCI)
[145] Li QX，Zhang L，Xu WH，Zhou TJ，Wang JF，Zhai PM, Jones P. 2017. Comparisons of time series of annual mean surface air temperature for China since the 1900S. Bulletin of the American Meteorological Society 2017: 699-711. (SCI)
[144] Liao YL*, Wang JF, Du W, Gao BB, Liu X, Chen G, Song XM, Zheng XY. 2016. Using spatial analysis to understand the spatial heterogeneity of disability employment in China. Transactions in GIS 21(4): 647–660. (SSCI)
[143] Liao YL*, Xu B, Wang JF, Liu XC. 2017. A new method for assessing infectious disease outbreak risk. Scientific Reports 7: 40084. (SCI)
[142] Ren ZP, Ge Y*, Wang JF, Mao J, Wang X, Zhang Q. 2017. Understanding the inconsistent relationships between socioeconomic factors and poverty incidence across contiguous poverty-stricken regions in China: multilevel modelling. Spatial Statistics 21(2017): 404-420. (SCI)
[141] Wong HT*, Wang JF*, Yin Q, Chen S, Lai PC*.?2017. The potential benefits of location specific biometeorological indexes. International Journal of Biometeorology 61(9): 1695–1698 (SCI)
[140] Xia CF, Yu XQ, Zheng RS, Zhang SW, Zeng HM, Wang JF, Liao YL, Zou XN, Zuo TT, Yang ZX, Chen WQ. 2017. Spatial and temporal patterns of nasopharyngeal carcinoma mortality in China, 1973–2005. Cancer Letters 2017(401): 33-38. (SCI)
[139] Xia CF, Ding C, Zheng RS, Zhang SW, Zeng HM, Wang JF, Liao YL, Zhang NX, Yang ZZ, Chen WQ. 2017. Trends in geographical disparities for cervical cancer mortality in China from 1973 to 2013: a subnational spatio-temporal study. Chinese Journal of Cancer Research 29(6): 487-495. (SCI)
[138] Xu CD, Li YY, Wang JF, Xiao GX. 2017. Spatial-temporal detection of risk factors for bacillary dysentery in Beijing, Tianjin and Hebei, China. BMC Public Health 17: 743. (SCI)
[137] Xu WH, Li QX, Jones P, Wang XL, Yang S, Zhu C, Zhai PM, Wang JF, Vincent L, Trewin B，Dai AG，Gao Y，Ding YH. 2017. A new integrated and homogenized global monthly land surface air temperature dataset for the period since 1900. Climate Dynamics 2017(15): 1-24. (SCI)
[136] Yang DY, Xu CD, Wang JF*, Zhao Y. 2017. Spatiotemporal epidemic characteristics and risk factor analysis of malaria in Yunnan Province, China. BMC Public Health 17:66. (SCI)
[135] Yin Q, Wang JF*. 2017. The association between consecutive days’ heat wave and cardiovascular disease mortality in Beijing, China. BMC Public Health (2017) 17: 223. (SCI)
[134] Zhang ZH, Hu MG*, Ren J, Zhang ZY, Christakos G, Wang JF*. 2017. Probabilistic assessment of high concentrations of particulate matter (PM10) in Beijing, China. Atmospheric Pollution Research 8(2017): 1143-1150. (SCI)
2016
[133] Wang JF*, Zhang TL, Fu BJ. 2016. A measure of spatial stratified heterogeneity. Ecological Indicators 67(2016): 250-256. (SCI)
[132] Cao CX, Chen W, Zheng S, Zhao J, Chang CY, Wang JF, Cao WC. 2016. Analysis of spatiotemporal characteristics of pandemic SARS spread in mainland China. BioMed Research International. 2016(12): 1-12. (SCI)
[131] Huang DC, Wang JF*, Huang JX, Sui DZ, Zhang HY, Hu MG, Xu CD. 2016. Towards identifying and remedying the bias of disease information extracted from search engine data. PLOS Computational Biology 12(6): e1004876. (SCI)
[130] Ju HR, Zhang ZX, Zuo LJ, Wang JF, Zhang SR, Wang X, Zhao XL. 2016. Driving forces and their interactions of builtup land expansion based on the geographical detector–a case study of Beijing, China. International Journal of Geographical Information Science30(11): 2188-2207. (SCI)
[129] Kong LC, Wang JF*, Han WG, Cao ZD. 2016. Modelling heterogeneity in direct infectious disease transmission in a compartmental model. International Journal of Environmental Research and Public Health 13: 253. (SCI)
[128] Li XX, Ren ZP, Wang LX, Zhang H, Jiang SW, Chen JX, Wang JF, Zhou XN. 2016. Co-endemicity of pulmonary tuberculosis and intestinal helminth infection in the People's Republic of China. PLOS Neglected Tropical Diseases 10(4): e0004580. (SCI)
[127] Liao YL*, Zhang Y, Wang JF*, Liu X, Zhang NX, Xu B. 2016. Temporal and spatial analysis of neural tube defects and detection of geographical factors in Shanxi Province, China. PLOS ONE. 11(4): e0150332. (SCI)
[126] Lu L, Ren ZP, Yue YJ, Yu XT, Lu S, Li GC, Li HL, W JC, Liu JL, Mu Y, Hai R, Yamg YH, Wei RJ, Kan B, Wang H, Wang JF, Wang ZY, Liu QY, Xu JG. 2016. Niche modeling predictions of the potential distribution of Marmota himalayana, the host animal of plague in Yushu County of Qinghai. BMC Public Health 16:183. (SCI)
[125] Luo W, Jasiewicz J, Stepinski T, Wang JF, Xu CD, Cang XZ. 2016. Spatial association between dissection density and environmental factors over the entire conterminous United States. Geophysical Research Letters 43(2): 692-700. (SCI)
[124] Ren J, Gao BB, Fan HM*, Zhang ZH, Zhang Y. Wang JF*. 2016. Pollutant mean concentration assessment of Yangtz estuary based on MSN theory. Marine Pollution Bulletin 113 (2016): 216-223. (SCI)
[123] Ren ZP, Wang DQ, Ma AM, Hwang J, Bennett A, Sturrock HJW, Fan JF, Zhang WJ, Yang D, Feng XY, Xia ZG, Zhou XN*, Wang JF*. 2016. Predicting malaria vector distribution under climate change scenarios in China: Challenges for malaria elimination. Scientific Reports 6: 20604. (SCI)
[122] Song YZ, Ge Y, Wang JF, Ren ZP, Liao YL, Peng JH. 2016. Spatial distribution estimation of malaria in northern?China?and?its?scenarios?in?2020,?2030,?2040?and?2050. Malaria?Journal. (2016) 15: 345. (SCI).
[121] Wang L, Wang JF*, Xu CD, Liu TJ. 2016. Modelling input-output flows of severe acute respiratory syndrome in mainland China. BMC Public Health 2016, 16: 191. (SCI)
[120] Xia CF, Kahn C, Wang JF, Liao YL, Chen WQ, Yu XQ. 2016. Temporal trends in geographical variation in breast cancer mortality in China, 1973-2005: an analysis of nationwide surveys on cause of death. International Journal of Environmental Research and Public Health 13, 963. (SCI)
[119] Yin Q, Wang JF*, Hu MG, Wong HT. 2016. The estimation of daily PM2.5 concentration and the relationship with PM10 and meteorological conditions in Beijing. Journal of Environmental Sciences48(10): 161-168. (SCI)
2015
[118] Wang JF. 2015. Sandwich mapping of diseases with a small sample in a stratified heterogeneous domain. Annals of GIS 21(2): 169-173.
[117] Bai HX, Li DY, Ge Y, Wang JF. 2015. Detecting nominal variables' spatial associations using conditional probabilities of neighboring surface objects' categories. Information Sciences 329(2016): 701-718. (SCI)
[116] Gao BB, Wang JF*, Hu MG, Fan HM, Xu K. 2015. ?A stratified optimization method for a multivariate marine environmental monitoring network in the Yangtze River estuary and its adjacent sea. International Journal?of?Geographical?Information?Science 29(8): 1332-1349.(SCI)
[115] Ge Y, Wang JH, Heuvelink GBM, Rui J, Li X, Wang JF. 2015. Sampling design optimization of a wireless sensor?network?for?monitoring?ecohydrological?processes?in?the?Babao?River?basin,?China. International Journal?of?Geographical?Information?Science 29(1): 92-110. (SCI)
[114] Huang JX*, Wang JF*, Li ZJ, Lai SJ, Yang WZ. 2015. Visualized exploratory spatiotemporal analysis of Hand-foot-mouth disease in southern China. PLoS ONE 10(11): e0143411. (SCI)
[113] Huang JX, Xia ZG, Zhou SS, Fu XJ, Hu MG, Huang DC, Ren ZP, Zhang SS, Yang MN, Wang DQ*, Wang JF*. 2015. Spatio-temporal analysis of malaria vectors in national malaria surveillance sites in China. Parasites & Vectors 8: 146. (SCI)
[112] Li XW, Xie YF, Li LF*, Yang XF, Wang N, Wang JF*. 2015. Using robust Bayesian network to estimate the residuals of fluoroquinolone antibiotic in soil. Environmental Science and Pollution Research 22: 17540-17549. (SCI)
[111] Liao YL*, Ouyang RB, Wang JF*, Xu B. 2015. A study on spatiotemporal delay of hand foot and mouth disease in response to weather variation based on SVD: a case study in Shandong province, China. BMC Public Health 15: 71. (SCI)
[110] Lu SJ,?Du SM,?Ren ZP,?Zhao J,?Chambers C, Wang?JF*,?Ma GS*. 2015. Accessibility of catering service venues and adolescent?drinking?in Beijing, China. International Journal of Environmental Research and Public Health 2015(12): 7208-7219. (SCI)
[109] Mu XH, Hu MG, Song WJ, Ruan GY, Ge Y, Wang JF, Huang S, Yan GJ. 2015. Evaluation of sampling methods for validation of remotely sensed fractional vegetation cover. Remote Sensing 2015(7): 16164–16182. (SCI)
[108] Ren ZP, Wang DQ*, Hwang JM, Bennett A, Sturrock HJW, Ma AM, Huang JX，Wang JF*. 2015. Spatial-temporal variation and primary ecological drivers of Anopheles Sinensis human biting rates in malaria epidemic-prone regions of China. PloS ONE 10(1): e0116932. (SCI)
[107] Shi TT, Yang XM, Zhang T, Christakos G, Wang JF, Liu L. 2015. Spatiotemporal interpolation of rainfall by combining BME theory and satellite rainfall estimates. Atmosphere 2015(6): 1307-1326. (SCI)
[106] Xu CD, Wang JF*,?Wang?L, Cao CX. 2015. Spatial?pattern?of?severe?acute?respiratory?syndrome?in-out?flow?in?2003?in?Mainland?China. BMC Infectious Diseases 15: 721. (SCI)
[105] Yang XF, Li LF, Wang JF, Huang JX. 2015. Cardiovascular mortality associated with low and high temperatures: determinants of inter-region vulnerability in China. International Journal of Environmental Research and Public Health 12: 5918-5933. (SCI)
[104] Zhang A, Zhou F, Jiang LL, Qi QW, Wang JF. 2015. Spatiotemporal analysis of ambient air pollution exposure and respiratory infectious cases in Beijing. Central European Journal of Public Health 23(1): 73-76. (SCI)
[103] Zhang T, Li BL, Wang JF, Hu MG, Xu LL. 2015. Estimation of areal mean rainfall in remote areas using B-SHADE model. Advances in Meteorology 2016: 1687-9309. (SCI)
2014
[102] Wang JF*, Xu CD, Hu MG, Li QX, Yan ZW, Zhao P, Jones P. 2014. A new estimate of the China temperature anomaly series and uncertainty assessment in 1900-2006. Journal of Geophysical Research – Atmospheres 119(1): 1-9. (SCI)
[101] Bai HX, Ge Y, Wang JF, Li DY, Liao YL, Zheng XY. 2014. A method for extracting rules from spatial data based on rough fuzzy sets. Knowledge-Based?Systems 57: 28-40. (SCI)
[100] Bo YC, Song C, Wang JF, Li XW. 2014. Using an autologistic regression model to identify spatial risk factors and spatial risk patterns of hand, foot and mouth disease (HFMD) in Mainland China. BMC Public Health 14: 358. (SCI)
[99] Cao F, Ge Y, Wang JF. 2013. Spatial data discretization methods for geocomputation. International Journal of Applied Earth Observation and Geoinformation 26(2014): 432-440. (SCI)
[98] Ding YL, Ge Y, Hu MG, Wang JF, Wang JH, Zhao K. 2014. Comparison of spatial sampling strategies for ground sampling and validation of MODIS LAI product. International Journal of Remote Sensing 35(20): 7230-7244. (SCI)
[97] Huang JX, Wang JF*, Bo YC, Xu CD, Hu MG. 2014. Identification of health risks of Hand, Foot and Mouth Disease in China using the geographical detector technique. International Journal of Environmental Research and Public Health 11: 3407-3423. (SCI)
[96] Huang JX, Wang JF*, Yu WW. 2014. The lag effects and vulnerabilities of temperature effects on cardiovascular disease mortality in a subtropical climate of China. International Journal of Environmental Research and Public Health 11: 3982-3994. (SCI)
[95] Kang J, Li X, Jin R, Ge Y, Wang JF, Wang JH. 2014. Hybrid optimal design of the eco-hydrological wireless sensor network in the middle reach of the Heihe river basin, China. Sensors 14(10): 19095-19114. (SCI)
[94] Li QQ, Hu YM, Chen FX, Liu SG, Wang JF, Liu ZH, Zhao ZZ. 2014. Environmental controls on cultivated soybean phenotypic traits across China. Agriculture Ecosystems & Environment 192(2014): 12–18. (SCI)
[93] Li XL, Ren ZP, Gao XY, Wang JF, Liang GD. 2014. A climatic and geographical perspective of Japanese encephalitis in mainland China, 1963?–?1975: a period with no Japanese encephalitis vaccine interventions. PLoS ONE 9(6): e99183. (SCI)
[92] Li XW, Xie YF, Li CL, Zhao HN, Zhao H, Wang N, Wang JF*. 2014. Investigation of residual fluoroquinolones in a soil vegetable system in an intensive vegetable system in an intensive vegetable cultivation area in Northern China. Science of the Total Environment468–469: 258–264. (SCI)
[91] Ma LG, Zhao J, Ren ZP, Wang YY, Peng ZQ, Wang JF, Ma X. 2014. Spatial patterns of the congenital heart disease prevalence among 0- to 14-year-old children in Sichuan Basin, P.R China, from 2004 to 2009. BMC Public Health 14: 595. (SCI)
[90] Shi RX, Wang JF*, Xu CD, Lai SJ, Yang WZ. 2014. Spatiotemporal?pattern?of?hand-foot-mouth?disease?in?China:?an?analysis?of?empirical?orthogonal?functions. Public?Health 128(2014): 367-375. (SCI)
[89] Xiao GX, Xu CD, Wang JF*, Yang DY. 2014. Spatial–temporal pattern and risk factor analysis of bacillary dysentery in the Beijing–Tianjin–Tangshan urban region of China. BMC Public Health 14(1): 998 (SCI)
[88] Xu CD, Wang JF*, Hu MG, Li QX. 2014. Estimation of uncertainty in temperature observations made in meteorological stations using a probabilistic spatiotemporal approach. Journal of Applied Meteorology and Climatology 53(6): 1538-1546. (SCI)
2013
[87] Wang JF*, Haining R, Liu TJ, Li LF, Jiang CS. 2013. Sandwich estimation for multi-unit reporting on a stratified heterogeneous surface.Environment and Planning A45(10): 2515-2534. (SSCI)
[86] Wang JF*, Jiang CS, Hu MG, Cao ZD, Guo YS, Li LF, Meng B. 2013. Design based spatial sampling: theory and implementation.Environmental?Modelling?&?Software 40 (2013): 280-288. (SCI)
[85] Wang JF*, Wang Y, Zhang J, Christakos G, Sun JL, Liu X, Lu L, Fu XQ, Shi YQ, Li XM. 2013. Spatiotemporal transmission and determinants of typhoid and paratyphoid fever in Hongta District, China. PLoS Neglected Tropical Diseases 7(3): e2112. (SCI)
[84] Wang JF*, Hu MG, Xu CD, Christakos G, Zhao Y. 2013. Estimation of citywide air pollution in Beijing. PLoS ONE 8(1): e53400. (SCI)
[83] Wang JF*, Xu CD, Tong SL, Yang WZ. 2013. Spatial dynamic pattern of hand-foot-mouth disease in the People’s Republic of China. Geospatial Health 7(2): 381-390. (SCI)
[82] Angulo JM,?Yu HL,?Langousis A,?Kolovos A,?Wang JF,?Madrid AE, Christakos G. 2013. Spatiotemporal infectious disease?modeling: A BME-SIR Approach. PLoS ONE 8(9): e72168. (SCI)
[81] Cao F, Ge Y, Wang JF. 2013. Optimal discretization for geographical detectors-based risk assessment. GIScience & Remote Sensing 50(1): 78-92. (SCI)
[80] Hu MG, Jia L, Wang JF, Pan Y. 2013. Spatial and temporal characteristics of particulate matter in Beijing, China with empirical mode decomposition method. Science of the Total Environment 458-460: 70-80. (SCI)
[79] Hu MG, Wang JF*, Zhao Y, Jia L. 2013. A B-SHADE based best linear unbiased estimation tool for biased samples. Environmental Modelling & Software 48(2013): 93-97. (SCI)
[78] Kolovos A, Angulo JM, Modis K, Papantonopoulos G, Wang JF, Christakos G. 2013. Model-driven development of covariances for spatiotemporal environmental health assessment. Environmental Monitoring and Assessment 185(1): 815-831. (SCI)
[77] Li XW, Xie YF, Wang JF*, Christakos G, Si JL, Zhao HN, Ding YQ, Li J. 2013. Influence of planting patterns on Fluoroquinolone residues in the soil of an intensive vegetable cultivation area in north China. Science of the Total Environment 458-460: 63-69. (SCI)
[76] Liao YL, Wang JF, Chen G, Du W, Song XM, Yun X, Zheng X. 2013. Clustering of disability caused by unintentional injury amongst the population aged from 15–60 years: a challenge in rapidly developing China. Geospatial Health 8(1): 13-22. (SCI)
[75] Ren ZP, Wang JF*, Liao YL, Zheng XY. 2013. Using multilevel regression analysis to assess soil type contextual effects on neural tube defects. Stochastic Environmental Research and Risk Assessment 27(7): 1695-1708. (SCI)?
[74] Xu CD, Wang JF*, Hu MG, Li QX. 2013. Interpolation of missing temperature data at meteorological stations using P-BSHADE. Journal of Climate 26(19): 7452-7463. (SCI)?
[73] Zhang A, Qi QW, Jiang LL, Zhou F, Wang JF. 2013. Population exposures to PM2.5 in the urban area of Beijing. PLoS ONE 8(5): e63486. (SCI)?
2012
[72] Wang JF, Stein A, Gao BB, Ge Y. 2012. A review of spatial sampling. Spatial Statistics 2: 1-14. (SCI)
[71] Wang JF, Hu Y. 2012. Environmental health risk detection with GeogDetector. Environmental Modelling &?Software33:114-115. (SCI)
[70] Wang JF, Liu XH, Peng L, Chen HY, Zheng XY. 2012. Cities evolution tree and its application in land occupation prediction. Population and Environment33:186–201. (SSCI)
[69] Wang JF, Liao YL, Wang JJ, Chen T, Fang J, Gao XL, Cao ZD, Hu MG, Ge Y. Zheng XY. 2012. Data adaptive modeling human-environment relationship and its application in displacing the quake population. Population and Environment 33:233–242. (SSCI)
[68] Ge Y, Bai HX, Wang JF, Cao F. 2012. Assessing the quality of training data in the supervised classification of remotely sensed imagery: a correlation analysis. Journal of Spatial Science 57(2): 135-152. (SCI)
[67] Hu MG, Li ZJ, Wang JF, Jia L, Liao YL, Lai SJ, Guo YS, Zhao D, Yang WZ. 2012. Determinants of the incidence of hand, foot and mouth disease in China using geographically weighted regression models. PLoS ONE 7(6): e38978. (SCI)
[66] Hu Y, Wang JF*, Ren D, Li XZ, Wang YP, Xiong Q, Driskell L, Zhu J*. 2012. Exploring geological and socio-demographic factors associated with under-five mortality in the Wenchuan earthquake using neural network model. International Journal of Environmental Health Research 22(2): 184-196. (SCI)
[65] Hu Y, Wang JF*, Li XH, Ren D, Mu DZ, Wang YP, Wen CM, Zhu J, Liang J. 2012. Assessing the risk for child mortality (<5 years) in the Wenchuan earthquake with Bayesian geostatistical modeling. Geospatial Health6(2): 247-255. (SCI)
[64] Li LF, Wang JF, Leung H, Zhao SS. 2012. A Bayesian method to mine spatial datasets to evaluate the vulnerability of human beings to catastrophic risk. Risk Analysis32(6): 1072-1092. (SCI)
[63] Li LF, Wang JF, Wu J. 2012. A spatial model to predict the incidence of neural tube defects. BMCPublic Health 12: 951. (SCI)
[62] Li XZ, Wang JF*, Yang WZ, Li ZJ, Lai SJ. 2012. A spatial scan statistic for nonisotropic two-level risk cluster.Statistics in Medicine31(2): 177-87. (SCI)
[61] Li ZJ, Yin WW, Clements A, Williams G, Lai SJ, Zhou H, Zhao D, Guo YS, Zhang YH, Wang JF, Hu WB and Yang WZ. 2012. Spatiotemporal analysis of indigenous and imported dengue fever cases in Guangdong province, China. BMC Infectious Diseases12: 132. (SCI)
[60] Liao YL, Wang JF*, Wu JL, Wang JJ, Zheng XY. 2012. PSO/ACO algorithm-based risk assessment of human neural tube defects in Heshun county, China. Biomedical and Environmental Sciences 25(5): 569-576. (SCI)
[59] Wang YF, Pei LJ, Wang JF, Zheng XY. 2012. Is the prevalence of MTHFR C677T polymorphism associated with ultraviolet radiation in Eurasia? Journal of Human Genetics 57: 780–786. (SCI)
[58] Xie YF, Li XW, Wang JF*, Christakos G, Hu MG, An LH, Li FS. 2012. Spatial estimation of antibiotic residues in surface soils in a typical intensive vegetable cultivation area in China. Science of the Total Environment 430: 126–131. (SCI)
2011
[57] Wang JF*, Reis BY, Hu MG, Christakos G, Yang WZ, Sun Q, Li ZJ, Li XZ, Lai SJ, Chen HY, Wang DC. 2011. Area disease estimation based on sentinel hospital records. PLoS ONE 6(8): e23428. (SCI)
[56] Wang JF*, Guo YS, Christakos G, Yang WZ, Liao YL, Li ZJ, Li XZ, Lai SJ, Chen HY. 2011. Hand, foot and mouth disease: spatiotemporal transmission and climate. International Journal of Health Geographics 10: 25. (SSCI)
[55] Hu MG, Wang JF*. 2011. A meteorological network optimization package using MSN theory. Environmental Modelling & Software 26: 546-548. (SCI)
[54] Hu Y, Wang JF*, Ren D, Zhu J*. 2011. Geographical-detector-based risk assessment of the under-five mortality in the 2008 Wenchuan Earthquake, China. PLoS ONE 6(6): e21427. (SCI)
[53] Hu Y, Wang JF*, Zhu J, Ren D. 2011. Mapping under-five mortality in the Wenchuan earthquake using hierarchical Bayesian modeling. International Journal of Environmental Health Research 21(5): 364-71. (SCI)
[52] Li XZ, Wang JF*, Yang WZ, Li ZJ, Lai SJ. 2011. A spatial scan statistic for multiple clusters. Mathematical Biosciences 233: 135-142. (SCI)
[51] Liao YL, Wang JF*, Wu JL, Wang JJ, Zheng XY. 2011. A comparison of methods for spatial relative risk mapping of human neural tube defects. Stochastic Environmental Research and Risk Assessment 25: 99-106. (SCI)
[50] Wang R, Wang JF, Qiu ZJ, Meng B, Wan FH, Wang YZ. 2011. Multiple mechanisms underlie rapid expansion of an invasive alien plant. New Phytologist 191(3): 828-839. (SCI)
[49] Wu F, Liu QY, Lu L, Wang JF, Song XP, Ren DS. 2011. Distribution of Aedes alboqictus (Diptera: Culicidae) in Northwesten China. Vector-Borne and Zoonotic Diseases 11(8): 1181-1186. (SCI)
[48] Wu JL, Chen G, Liao YL, Song XM, Pei LJ, Wang JF, Zheng XY. 2011. Arsenic levels in the soil and risk of birth defects: a population-based case-control study using GIS technology. Journal of Environmental Health 74(4): 20-25. (SCI)
[47] Yang WZ, Li ZJ, Lan YJ, Wang JF, Ma JQ, Lin LM, Sun Q, Lv W, Lai SJ, Liao YL, Hu WB. 2011. A nationwide web-based automated system for outbreak early detection and rapid response in China. Western Pacific Surveillance and Response 2(1): 10-15. (SCI)
2010
[46] Wang JF*, Li XH, Christakos G, Liao YL, Zhang T, Gu X, Zheng XY. 2010. Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China. International Journal of Geographical Information Science 24(1): 107-127. (SCI)
[45] Wang JF*, Haining R & Cao ZD. 2010. Sample surveying to estimate the mean of a heterogeneous surface: reducing the error variance through zoning. International Journal of Geographical Information Science 24(4): 523-543. (SCI)
[44] Wang JF*, Liu X, Christakos G, Liao YL, Gu X, Zheng XY. 2010. Assessing local determinants of neural tube defects in the Heshun Region, China. BMC Public Health 10:52. (SCI)
[43] Wang JF*, Li LF, Christakos G. 2010. Estimating spatial attribute mean in a GIS Environment.Science China-Earth Sciences53(2): 181-188. (SCI)
[42] Wang JF*, Liu X, Liao YL, Chen HY, Li WX, Zheng XY*. 2010. Prediction of neural tube defects using the support vector machine. Biomedical and Environmental Sciences 23(2): 167-172. (SCI)
[41] Bai HX, Ge Y, Wang JF. 2010. Using rough set theory to extract the spatial decision rules of birth defects: exemplified by Heshun, Shanxi, China. International Journal of Geographical Information Science 24(4): 559-576. (SCI)
[40] Cao ZD, Zeng DJ, Zheng XL, Wang QY, Wang FY, Wang JF, Wang XL. 2010. Spatio-temporal evolution of Beijing 2003 SARS epidemic. Science China-Earth Sciences 53(7): 1017–1028. (SCI)
[39] Chang CY, Cao CX, Wang Q, Cheng Y, Cao ZD, Zhang H, Dong L, Zhao J, Xu M, Gao MH, Zhong SB, He QS, Wang JF, Li XW. 2010. The novel H1N1 Influenza A global airline transmission and early warning without travel containments.Chinese Science Bulletin 55(26): 3030-3036. (SCI)
[38] Li LF, Wang JF, Leung H, Jiang CS. 2010. Assessment of catastrophic risk using Bayesian network constructed from domain knowledge and spatial data. Risk Analysis 30(7): 1157-1175. (SCI)
[37] Li LF, Wang JF, Leung H. 2010. Using spatial analysis and Bayesian network to model the vulnerability and make insurance pricing of catastrophic risk. International Journal of Geographical Information Science 24(12):?1759 – 1784. (SCI)
[36] Liao YL, Wang JF*, Guo YQ, Zheng XY. 2010. Risk assessment of human neural tube defects using a Bayesian belief network. Stochastic Environmental Research and Risk Assessment 24: 93-100. (SCI)
[35] Liao YL, Wang JF*, Meng B, Li XH. 2010. Integration of GP and GA for mapping population distribution. International Journal of Geographical Information Science 24(1): 47-67. (SCI)
[34] Liao YL, Wang JF*, Wu JL, Luke D, Wang WY, Zhang T, Gu X, Zheng XY. 2010. Spatial analysis of neural tube defects on a rural coal mining area. International Journal of Environmental Health Research 20(6): 439-450. (SCI)
[33] Pang W, Christakos G, Wang JF. 2010. Spatiotemporal analysis of ambient fine particulate air pollution in the State of North Carolina. Environmetrics 21: 305–317. (SCI)
2009
[32] Wang JF*, Christakos G, Hu MG. 2009. Modeling spatial means of surfaces with stratified non-homogeneity.IEEE Transactions on Geoscience and Remote Sensing 47(12): 4167-4174. (SCI)
[31] Wang JF*, Li LF, Christakos G. 2009. Sampling and kriging spatial mean: efficiency and conditions.Sensors9(7): 5224-5240. (SCI)
[30] Hu MG, Wang JF*, Ge Y. 2009. Super-resolution reconstruction of RS image using multifractal analysis. Sensors 9(1): 8669-8683. (SCI)
[29] Li LF & Wang JF. 2009. A knowledge-based similarity classifier to stratify sample units to improve the estimation precision. International Journal of Remote Sensing 30(5): 1207-1234. (SCI)
[28] Liao YL, Wang JF*, Li XH, Guo YQ, Zheng XY. 2009. Identifying environmental risk factors for human neural tube defects before and after folic acid supplementation. BMC Public Health 9: 391. (SCI)
2008
[27] Wang JF, Cheng GD, Gao YG, Long AH, Li X & Xu ZM. 2008. Optimal water allocation in arid and semi-arid areas. Water Resources Management 22: 239–258. (SCI)
[26] Wang JF, Christakos G, Han WG & Meng B. 2008. Data-driven exploration of ‘spatial pattern-time process-driving forces’ associations of SARS epidemic in Beijing, China. Journal of Public Health 30(3): 234-244. (SCI)
[25] Wang JF & Li LF. 2008. Improving tsunami warning systems with remote sensing and geographical information system input.Risk Analysis28: 1653-1668. (SCI)
[24] Chi WX, Wang JF*, Li XH, Zheng XY & Liao YL. 2008. Analysis of geographical clustering of birth defects in Heshun county, Shanxi province. International Journal of Environmental Health Research 18: 243-252. (SCI)
[23] Li LF, Wang JF, Cao ZD, Feng XL, Zhang LL & Zhong ES. 2008. An information-fusion method to regionalize spatial heterogeneity for improving the accuracy of spatial sampling estimation. Stochastic Environmental Research and Risk Assessment 22(6): 689-704. (SCI)
2007
[22] Chi WX, Wang JF*, Li XH, Zheng XY & Liao YL. 2007. Bayesianmapping of neural tube defects prevalence in Heshun county, Shanxi Province, China during 1998~2001. Journal of Zhejiang University-Science A 8(6): 921-925. (SCI)
[21] Gu X, Lin LM, Zheng XY, Zhang T, Song XM, Wang JF, Li, XH, Li PZ, Chen G, Wu JL, Wu LH, Liu JF. 2007. High prevalence of NTDs in Shanxi Province: a combined epidemiological approach. Birth Defects Research Part A–Clinical and Molecular Teratology79(10): 702-707. (SCI)
[20] Lin HL, Liu QY, Guo JQ, Zhang JB, Wang JF & Chen HX. 2007. Analysis of geographic distribution of HFRS in Liaoning Province between 2000 and 2005. BMC Public Health 7: 207. (SCI)
[19] Sun TD & Wang JF*. 2007. A traffic cellular automata model based on road network grids and its spatial & temporal resolution's influences on simulation. Simulation Modelling Practice and Theory15: 864-878. (SCI)
2006
[18] Wang JF, McMichael AJ, Meng B, Becker NG, Han WG, Glass K, Wu JL, Liu XH, Liu JY, Li XW & Zheng XY. 2006. Spatial dynamics of an epidemic of severe acute respiratory syndrome in an urban area. Bulletin of the World Health Organization 84: 965-968. (SCI)
[17] Ge Y, Leung Y, Ma JH & Wang JF. 2006. Modelling for registration of remotely sensed imagery when reference control points contain error. Science China-Earth Sciences 49: 739-746. (SCI)
[16] Li LF & Wang JF. 2006.An auto-human support system prototype of spatial analysis. Progress in Natural Science 16(9): 954-966. (SCI)
[15] Li XH, Wang JF, Liao YL, Meng B & Zheng XY. 2006. A geological analysis for the environmental cause of human birth defects based on GIS. Toxicological and Environmental Chemistry 88(3): 551-559. (SCI)
2005
[14] Li LF, Wang JF & Wang CY. 2005.Typhoon insurance pricing with spatial decision support tools. International Journal of Geographical Information Science 19(3): 363-384. (SCI)
[13] Li LF, Wang JF & Liu JY. 2005.Optimal decision-making model of spatial sampling for survey of China’s land with remotely sensed data.Science China-Earth Sciences 48(6): 752-764. (SCI)
[12] Liu XH, Wang JF & Meng B. 2005. Spatial heterogeneity of the driving forces of cropland change in China. Science China-Earth Sciences48(12): 2231-2240. (SCI)
[11] Meng B, Wang JF, Liu JY, Wu JL, Zhong ES. 2005. Understanding the spatial diffusion process of SARS in Beijing. Public Health119: 1080-1087. (SCI)
[10] Sun YJ, Wang JF, Zhang RH, Gillies RR, Xue Y & Bo YC. 2005. Air temperature retrieval from remote sensing data based on thermodynamics. Theoretical and Applied Climatology 80(1): 37-48. (SCI)
2004
[ 9] Wang JF, Wu JL, Wang ZY, Liu CM & Yu JJ. 2004. An optimized spatial-temporal-sectoral allocation model for water resources.GeoJournal59 (3): 227-236.
[ 8] Li LF & Wang JF. 2004. Integrated spatial sampling modeling of geospatial data.Sciences China-Earth Sciences 47 (3): 201-208. (SCI)
[ 7] Wu JL, Wang JF, Meng B, Chen G, Pang LH, Song XM, Zhang KL, Zhang T & Zheng XY. 2004. Exploratory spatial data analysis for the identification of risk factors to birth defects.BMC Public Health 4: 23. (SCI)
[ 6] Zhang RH, Wang JF, Zhu CY, et al. 2004.The retrieval of two-dimensional distribution of the earth's surface aerodynamic roughness using SAR image and TM thermal infrared image. Science China –Earth Science 47(12): 1134-1147. (SCI)
2002
[ 5] Wang JF, Liu JY, Zhuan DF, Li LF & Ge Y. 2002. Spatial sampling design for monitoring cultivated land.International Journal of Remote Sensing 23(2): 263-284. (SCI)
[ 4] Wang JF, Liu CM, Wang ZY & Yu JJ. 2002. A marginal benefit equilibrium model for spatial water allocation. Science China-Earth Sciences 45(3): 201-210. (SCI)
1999
[ 3] Wang JF. 1999. An urban traffic-environment model. Journal of Environmental Sciences-China11(3): 339-343. (SCI)
1997
[ 2] Wang JF, Wise S & Haining R. 1997. An integrated regionalization of earthquake, flood and drought hazards in China. Transactions in GIS 2(1): 25-44. (SSCI)
1990
[ 1] Wang JF. 1990. Calculating formula of the time-dependent temperature field of freezing soil. Chinese Science Bulletin35(2): 128-133. (SCI)
講授課程：
招生專業：地圖學與地理信息系統
招生方向：時空分析理論和應用
學生背景：地學、數理科學、生命醫學、社會科學、任何背景
聯系方式：
北京市安定門外大屯路甲11號中國科學院地理科學與資源研究所
郵 編：100101
辦公電話：010-64888965
E?–?mail: wangjf@Lreis.ac.cn
2025年12月31日更新
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