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Chen Bairu, He Zhiguo, Li Li, Chen Qian, He Junyu, Li Feixiang, Chu Dongdong, Cao Zeng, Yang Xuchao*. Comprehensive economic losses assessment of storm surge disasters using open data: a case study of Zhoushan, China. Journal of Water and Climate Change, 2024, 15(8): 3647, doi: 10.2166/wcc.2024.731
Huiming Zhang (2023级博士生), Jingqiao Fu, Feixiang Li, Qian Chen, Tao Ye, Yili Zhang, Xuchao Yang* .Fine-scale population mapping on Tibetan Plateau using the ensemble machine learning methods and multisource data. Ecological Indicators, 2024,166: 112307
Ao Xiangyu, Qian Jing, Lu Yiwen, Yang Xuchao*. Mapping fine-scale anthropogenic heat flux in Shanghai by integrating multi-source geospatial big data using Cubist. Sustainable Cities and Society,
吴心彤（2020级硕士生），高大伟，李飞翔，姚晨明，赵乃卓，杨续超*. 基于集成学习的高分辨率人口空间化模拟一以浙江省为例. 遥感技术与应用, 2024, 39(2):
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Li Feixiang（2020级博士生）, Yao Chenming, Fu Jingqiao, Yang Xuchao*. Uncertainty analysis of potential population exposure within the coastal lowlands of mainland China. Environment Research Letters, 2023, 18 124003, DOI: 10.1088/1748-9326/ad059d. https://doi.org/10.1088/1748-9326/ad059d
Chen Bairu（2019级博士生）, He Junyu, He Zhiguo, Li Li, Chen Qian, Li Feixiang, Chu Dongdong, Cao Zeng, Yang Xuchao*. Potential impacts of storm surge-induced flooding based on refined exposure estimation: A case study in Zhoushan Island, China. Geomatics, Natural Hazards and Risk, 2023, DOI: 10.1080/19475705.2023.2232080
钱静（2021级硕士生），毛利伟，杨续超*，陈倩，李飞翔，吴心彤，陈柏儒. 基于POI和多源遥感数据估算中国人为热排放. 中国环境科学，2023,43(6): 3183-3193.
Fu, Jingqiao（2022级博士生）, Fei Fangrong, Wang Shiyi, Zhao Qi, Yang Xuchao*, Zhong Jieming*, Hu Kejia* (2023). Short-term effects of fine particulate matter constituents on mortality considering the mortality displacement in Zhejiang province, China. Journal of Hazardous Materials: 131723.
Li Feixiang（2020级博士生）, Mao Liwei, Chen Qian, Yang Xuchao*. Refined Estimation of Potential GDP Exposure in Low-Elevation Coastal Zones (LECZ) of China Based on Multi-Source Data and Random Forest. Remote Sensing. 2023, 15(5), 1285
Ren Lulu（2020级硕士生）, Li Feixiang, Chen Bairu, Chen Qian, Ye Guanqiong, Yang Xuchao*. China' s Wealth Capital Stock Mapping via Machine Learning Methods. Remote Sensing. 2023, 15, 689. https://doi.org/10.3390/rs15030689.
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高雪梅（2019级硕士生），杨续超，陈柏儒，林琳. 基于随机森林模型的环渤海地区人口空间化模拟. 地球信息科学学报，待刊
Chen Feng, Yu Bu, Wu Meng Wen, Yang Xuchao*.Improved urban finescale forecasting during a heat wave by using high-resolution urban canopy parameters. Frontiers in Climate, in press
金城 (2018级硕士研究生），吴文渊，陈柏儒，杨续超. 用户群体差异下的社交媒体台风舆情演化分析——以台风“利奇马”为例. 地球信息科学学报，待刊
Jin, Chen (2018级硕士研究生）, Zhang Yili, Yang Xuchao*, Zhao Naizhuo, Ouyang Zutao, Yue Wenze. Mapping China’s Electronic Power Consumption Using Points of Interest and Remote Sensing Data. Remote Sensing, 2021, 13(6), 1058. (本研究基于随机森林算法融合POI和多源遥感数据，分别模拟了中国大陆工业和非工业用电量空间分布，获得2010年1 km分辨率的中国大陆用电量栅格数据，该数据可以免费共享，需要请联系）
Qian Chen（2017级博士生）, Xuchao Yang*, Zutao Ouyang, Naizhuo Zhao, Qutu Jiang, Tingting Ye, Jun Qi, Wenze Yue. Estimation of anthropogenic heat emissions in China using Cubist with points-of-interest and multisource remote sensing data. Environmental Pollution, 2020, 266: 115183.（本研究基于Cubist算法融合POI和多源遥感数据，模拟了中国大陆人为热排放的空间分布，获得2010年1 km分辨率的人为热栅格数据，该数据可以免费共享，需要请联系）
Qian Chen（2017级博士生）, Tingting Ye, Naizhuo Zhao, Mingjun Ding, Zutao ouyang, Peng Jia, Wenze Yue, Xuchao Yang*, Mapping China’s regional economic activity by integrating points-of-interest and remote sensing data in random forest, Environment and Planning B: Urban Analytics and City Science , 2021, 48(7): 1876–1894. DOI: 10.1177/2399808320951580. （本研究基于随机森林算法融合POI和多源遥感数据，对GDP进行了分产业建模，获得2010年1 km分辨率的中国大陆GDP栅格数据，该数据可以免费共享，需要请联系）
Xuchao Yang*, Chenming Yao（2019级硕士生）, Qian Chen, Tingting Ye, Cheng Jin. Improved estimates of population exposure in low elevation coastal zones of China. International Journal of Environmental Research and Public Health, 2019, 16(20), 4012; https://doi.org/10.3390/ijerph16204012.
Xuchao Yang, Lin Lin（2018级硕士生）, Yizhe Zhang, Tingting Ye, Qian Chen, Cheng Jin, Guanqiong Ye*. Spatially Explicit Assessment of Social Vulnerability in Coastal China. Sustainability, 2019,11(18), 5075; https://doi.org/10.3390/su11185075. （SCI/SSCI）
Le, Chengfeng*, Wu, Shuyu, Hu, Chuanmin, Beck, Marcus W., Yang, Xuchao*. Phytoplankton decline in the eastern North Pacific transition zone associated with atmospheric blocking, Global Change Biology, 2019, 25, 3485-3493, 10.1111/gcb.14737, 2019.（中科院一区）
Ben Yang, Xuchao Yang*, L. Ruby Leung, Yun Qian, Shiyuan Zhong, Chun Zhao, Feng Chen, Yaocun Zhang. Modeling the impacts of urbanization on summer thermal comfort: the role of urban land use and anthropogenic heat. Journal of Geophysical Research - Atmospheres,2019, 124(13): 6681-6697. https://doi.org/10.1029/2018JD029829. （中科院二区+ZJU TOP）（本文基于空间异质性人为热排放量数据，模拟了城市土地利用和人为热对城市夏季高温热舒适度的影响，结果显示，人为热对高温不舒适时数的贡献与城市土地利用相当，因此，在进行城市气候模拟时，需要考虑人为热的影响）
Xuchao Yang, Tingting Ye（2016级硕士生）, Naizhuo Zhao, Qian Chen, Wenze Yue, Jiaguo Qi, Biao Zeng, Peng Jia. Population mapping with multi-sensor remote sensing images and points-of-interest data, Remote Sensing, 11(5), 574; doi: 10.3390/rs11050574. https://www.mdpi.com/2072-4292/11/5/574. （本文将多源遥感数据和POI核密度相融合，模拟浙江省的人口分布）
Kejia Hu（2019届博士生）, Yuming Guo, Stefan Hochrainer-Stigler, Wei Liu, Linda See, Xuchao Yang*, Jieming Zhong*, Fangrong Fei, Feng Chen, Yunquan Zhang, Qi Zhao, Gongbo Chen, Qian Chen, Yizhe Zhang, Tingting Ye, Lu Ma, Shanshan Li, Jiaguo Qi. Evidence for urban–rural disparity in temperature–mortality relationships in Zhejiang Province, China. Environmental Health Perspectives. 2019, 127(3): 037001. https://doi.org/10.1289/EHP3556 (中科院一区+ZJU100, IF2017=8.309) （以往针对西方发达国家的研究认为，热岛效应引起的城市“高温化”使得城市人口面临着更高的高温健康风险。但由于缺乏农村地区的气象数据，且相应的健康数据样本较少，探索气温-健康关系的城乡差异非常困难。本文利用高时空分辨率的气温栅格数据对浙江省 2009~2015 年的死亡案例进行了时间序列分析，首次揭示了高温及低温与死亡的联系在中国的城乡差异。论文相关报道：https://new.qq.com/omn/20190314/20190314A14DTY.html）
Feng Chen, Xuchao Yang, Chunxiao Ji, Yuejun Li, Fangping Deng, Meiying Dong. Establishment and Assessment of Hourly High-resolution Gridded Air Temperature Datasets in Zhejiang, China. Meteorological Applications, https://doi.org/10.1002/met.1770.
Tingting Ye （2016级硕士生）, Naizhuo Zhao, Xuchao Yang*, Zutao Ouyang, Xiaoping Liu, Qian Chen, Kejia Hu, Wenze Yue, Jiaguo Qi, Zhaosheng Li, Peng Jia. Improved population mapping for China using remotely sensed and points of interest data within a random forests model, Science of The Total Environment., 2019, 658, 936–946. （中科院二区+ZJU TOP）https://doi.org/10.1016/j.scitotenv.2018.12.276. 如需要2010年中国大陆100m分辨率人口栅格数据可以联系本人。
Kejia Hu（2019届博士生）,Yuming Guo, Jieming Zhong*, Xuchao Yang*,Fangrong Fei, Feng Chen,Qi Zhao, Yunquan Zhang, Gongbo Chen,Shanshan Li, Qian Chen, Tingting Ye, Jiaguo Qi. Spatiotemporal or temporal index to assess the association between temperature variability and mortality in China? Environmental Research, 2019, 170: 344-350. （中科院二区）
Kejia Hu（2019届博士生）, Yuming Guo, Deyun Hu, Rongguang Du, Xuchao Yang*, Jieming Zhong, Fangrong Fei, Feng Chen, Gongbo Chen, Qi Zhao, Yunquan Zhang, Shanshan Li, Qian Chen, Tingting Ye, Jiaguo Qi. Mortality burden attributable to PM1 in Zhejiang province, China. Environment International, 2018, 121：515-522. (中科院一区+ZJU TOP, IF2017=7.3) (https://www.sciencedirect.com/science/article/pii/S0160412018308213)
Hu Kejia（2019届博士生）, Guo Yuming, Yang Xuchao*, Zhong Jieming, Fei Fangrong, Chen Feng, Zhao Qi, Zhang Yunquan, Chen Gongbo, Chen Qian, Ye Tingting, Li Shanshan, Qi Jiaguo. Temperature variability and mortality in rural and urban areas in Zhejiang province, China: An application of a spatiotemporal index, Science of The Total Environment, 2019, 647, 1044-1051, doi: https://doi.org/10.1016/j.scitotenv.2018.08.095. (中科院二区+ZJU TOP, IF2017=4.61)
Qian Chen（2017级博士生）, Mingjun Ding, Xuchao Yang*, Kejia Hu, Jiaguo Qi. Spatially Explicit Assessment of Heat Health Risk by Using Multi-sensor Remote Sensing Images and Socioeconomic Data in Yangtze River Delta, China, International Journal of Health Geographics. 2018, 17: 15 https://doi.org/10.1186/s12942-018-0135-y (SCI & SSCI, IF2017=2.5)(全文下载)
张怡哲（2015级硕士生），杨续超*，胡可嘉，陈倩，陈江. 基于多源遥感信息和土地利用数据的中国海岸带GDP空间化模拟，长江流域资源与环境，2018, 27(2): 235-242.
陈倩，丁明军，杨续超，胡可嘉. 长三角地区高温热浪人群健康风险评估. 地球信息科学学报. 2017,19(11): 1475-1484.
梁卓然，顾婷婷，杨续超, 等. 基于环流分型法的地面臭氧预测模型研究. 中国环境科学，2017, 37(12): 4469-4479.
Yang Xuchao*, Leung L. Ruby, Zhao Naizhuo, Zhao Chun, Qian Yun, Hu Kejia, Liu Xiaoping, Chen Baode. Contribution of urbanization to the increase of extreme heat events in an urban agglomeration in east China. Geophysical Research Letters (中科院一区+ZJU TOP), 2017.DOI: 10.1002/2017GL074084. (http://onlinelibrary.wiley.com/doi/10.1002/2017GL074084/abstract)
Hu Kejia（2019届博士生）; Yang Xuchao*; Zhong Jieming; Fei Fangrong; Qi Jiaguo. Spatially explicit mapping of heat health risk utilizing environmental and socioeconomic data. Environmental Science & Technology (中科院一区+ZJU100), 2017,51(3): 1498-1507. (http://pubs.acs.org/doi/abs/10.1021/acs.est.6b04355)
Chen Feng, Yang Xuchao*, Wu Juanjia. Simulation of the urban climate in a Chinese megacity with spatially heterogeneous anthropogenic heat data, Journal of Geophysical Research - Atmospheres (ZJU TOP), 2016, 120(10): 5193-5212. DOI: 10.1002/2015JD024642. （http://onlinelibrary.wiley.com/doi/10.1002/2015JD024642/full）
马盼盼，吾娟佳，杨续超*，齐家国. 基于多源遥感信息的人为热排放量空间化—以浙江省为例. 中国环境科学，2016，36(1): 314-320.
毛敏娟，杨续超. 霾与城市化发展的关系. 环境科学研究，2015，28（12）：1823-1832.
杨续超*，陈葆德，胡可嘉. 城市化对极端高温事件及其致死率的影响研究进展. 地理科学进展，2015，34 (10): 1219- 1228
Yang Xuchao*, Chen Feng, Zhu Weiping, Teng Weiping. Urbanization effects on observed changes in summer extreme heat events over zhejiang Province, east China. Journal of Tropical Meteorology, 2015, 21(3): 295-302
Yue Wenze, Gao Jiabin, Yang Xuchao*. Estimation of gross domestic product using multi-sensor remote sensing data: a case study in Zhejiang Province, east China. Remote Sensing, 2014, 6: 7260-7275. [Download PDF]
Yang Xuchao, Yue Wenze, Xu Honghui, Wu Jingsheng, He Yue. Environmental consequences of rapid urbanization in Zhejiang Province, east China. International Journal of Environmental Research and Public Health, 2014, 11: 7045-7059. [Download PDF]
Chen Feng, Yang Xuchao*, Zhu Weiping. WRF simulations of urban heat island under hot weather synoptic conditions: the case study of Hangzhou City, China. Atmospheric Research, 2014, 138: 364-377.（2014年AR下载量前5的热门论文）[Download PDF]
Tian Zhan, Yang Xuchao*, Sun Laixiang, Günther Fischer, Liang Zhuoran, Pan Jie. Agroclimatic conditions in China under climate change scenarios projected from regional climate models. International Journal of Climatology, 2014, 34: 2988-3000, Doi: 10.1002/joc.3892. [Download PDF]
杨续超*, 陈锋, 祝炜平,滕卫平. 城市化对浙江省夏季极端高温事件的影响. 热带气象学报, 2014, 30(4): 719-726.
赵伟, 杨续超*, 张斌. 浙江省雷电灾害风险分析及区划. 热带气象学报, 2014, 30(5): 996-1000.
Yang Xuchao, Yue Wenze, Gao Dawei. Spatial improvement of human population distribution based on multi-sensor remote sensing data: an input for exposure assessment. International Journal of Remote Sensing, 2013, 34(15), 5569-5583. [Download PDF]
Yang Xuchao*, Tian Zhan, Chen Baode. Thermal Growing season trends in east China, with emphasis on urbanization effects. International Journal of Climatology, 2013, 33(10): 2402-2412. [Download PDF]
Qi Wei, Zhang Yili, Gao Jungang, Yang Xuchao, Liu Linshan, Khanal NarendraR. Climate change on the southern slope of Mt. Qomolangma (Everest) Region in Nepal since 1971.Journal of Geographical Sciences, 2013, 23(4):595-611.
Zhang Yili, Gao Jungang, Liu Linshan, Wang Zhaofeng, Ding Minjung, Yang Xuchao. NDVI-based vegetation changes and their responses to climate change from 1982 to 2011: A case study in the Koshi River Basin in the middle Himalayas. Global and Planetary Change, 2013, 108: 139–148
杨续超*，康丽莉，张斌，冀春晓. 基于多源遥感信息的电力消费量估算与影响因素分析—以浙江省为例. 地理科学, 2013, 33(6): 718-723. [PDF]
杨续超*，高大伟，丁明军，刘林山. 基于多源遥感数据的人口统计数据空间化—以浙江省为例. 长江流域资源与环境, 2013, 22(6): 731-736. [PDF]
Yang Xuchao, Hou Yiling, Chen Baode*. Observed surface warming induced by urbanization in east China. Journal of Geophysical Research, 2011, 116, D14113, doi:10.1029/2010JD015452. [该文在《Nature》上做为“研究亮点”进行了报道，详见：Hot cities heat up China, Research Highlights, Nature, Vol. 476, P.129,http://www.nature.com/nature/journal/v476/n7359/full/476129e.html] [Download PDF]
汤绪，杨续超*，田展，Günter Fischer, Sun Laixiang, 潘婕. 气候变化对中国农业气候资源的影响. 资源科学，2011, 33(10): 1962-1968.
杨续超*，顾骏强，陈葆德. 近49年中国夏季制冷度日数的变化. 长江流域资源与环境，2011，20(1): 53-60.
Yang Xuchao, Zhang Yili, Ding Mingjun, et al. Observational evidence of the impact of vegetation cover on surface air temperature change in China. Chinese Journal of Geophysics, 2010, 53 (2): 261-269.
杨续超*，顾骏强. 国外气候变化影响旅游业的研究进展. 长江流域资源与环境，2010，19（Z2）：194-200.
Yang Xuchao, Zhang Yili, Liu Linshan, Zhang Wei, Ding Mingjun, Wang Zhaofeng. Sensitivity of surface air temperature change to land use/cover types in China. Science in China Series D: Earth Sciences, 2009, 52(8): 1207-1215.
唐菊华，吕昌河，杨续超. 苏锡常地区1995年至2005年城市用地扩展的驱动力分析. 资源科学，2009，31(5): 801-806.
Yang Xuchao, Zhang Yili, Zhang Wei, et al. Climate change in Mt. Qomolangma region Since 1971, Journal of Geographical Sciences, 2006, 16(3) :326-336. [杨续超, 张镱锂, 张玮, 等. 珠穆朗玛峰地区近34年来气候变化. 地理学报, 2006, 61(7): 687-696.]
杨续超，刘晓东. 中国北方强沙尘暴活动与亚洲地区对流层风场的联系. 气候与环境研究, 2006, 11(1): 94–100
刘晓东，杨续超，田良. 中国北方沙尘暴活动的气候控制及其对城市空气质量的影响, 第十届海峡两岸环境保护学术研讨会论文集（第一册）, 弘光科技大学, 2005, 398–402
Liu, Xiaodong, Yin Zhiyong, Zhang Xiaoye, Yang Xuchao. Analyses of the spring dust storm frequency of northern China in relation to antecedent and concurrent wind, precipitation, vegetation, and soil moisture conditions. Journal of Geophysical Research, 109(D16210): doi:10.1029/2004JD004615.
杨续超， 刘晓东. 东亚中纬度地区前期降水对中国北方春季强沙尘暴影响初探. 干旱区地理, 2004, 27(3): 283–290
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