1Normalization of the temporal effect on the MODIS land surface temperature product using random forest regression

作者： Zhao, Wei; Wu, Hua; Yin, Gaofei; Duan, Si-Bo; SCI

机构： Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Sichuan, Peoples R China; Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China; Southwest Jiaotong Univ, Fac Geosci & Environm Engn, Chengdu 610031, Sichuan, Peoples R China; Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Minist Agr, Key Lab Agr Remote Sensing, Beijing 100081, Peoples R China;

来源：ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

关键词： Land surface temperature; Temporal effect; MODIS; Random forest regression; Normalization

年份：2019

2A practical method for reducing terrain effect on land surface temperature using random forest regression

作者： Zhao, Wei; Li, Ainong; Yin, Gaofei; Duan, Si-Bo; SCI

机构： Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Sichuan, Peoples R China; Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr, Beijing 100081, Peoples R China;

来源：REMOTE SENSING OF ENVIRONMENT

关键词： Land surface temperature; MODIS; Normalization; Terrain effect; Random forest

年份：2019

3Satellite Remote Sensing of Global Land Surface Temperature: Definition, Methods, Products, and Applications

作者： Li, Zhao-Liang; Duan, Si-Bo; Liu, Xiangyang; Leng, Pei; Sun, Yingwei; Si, Menglin; Liu, Meng; Wu, Hua; Li, Jiahao; Zhao, Wei; Ren, Huazhong; Ye, Xin; Zhu, Jinshun; Zhang, Xia; Shang, Guofei; Tang, Bo-Hui; Yan, Guangjian; Zhou, Chenghu; SCI

机构： Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr & Rural Affairs, Beijing, Peoples R China; Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing, Peoples R China; Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China; Peking Univ, Inst Remote Sensing & Geog Informat Syst, Sch Earth & Space Sci, Beijing, Peoples R China; Hebei GEO Univ, Hebei Int Joint Res Ctr Remote Sensing Agr Drought, Shijiazhuang, Peoples R China; Kunming Univ Sci & Technol, Fac Land Resource Engn, Kunming, Peoples R China; Beijing Normal Univ, Fac Geog Sci, Beijing Land Surface Remote Sensing Data Prod Engn, State Key Lab Remote Sensing Sci, Beijing, Peoples R China; Guangdong Acad Sci, Guangzhou Inst Geog, Ctr Ocean Remote Sensing Southern Marine Sci Engn, Guangzhou, Peoples R China;

来源：REVIEWS OF GEOPHYSICS

年份：2023

4Reconstruction of land surface temperature under cloudy conditions from Landsat 8 data using annual temperature cycle model

作者： Zhu, Xiaolin; Duan, Si-Bo; Li, Zhao-Liang; Zhu, Xiaolin; Li, Zhao-Liang; Wu, Penghai; Wu, Hua; Zhao, Wei; Qian, Yonggang; SCI

机构： Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr & Rural Affairs, Beijing 100081, Peoples R China; Univ Strasbourg, CNRS, ICube Lab, UMR 7357, 300 Bd Sebastien Brant,CS 10413, F-67412 Illkirch Graffenstaden, France; Anhui Univ, Anhui Prov Key Lab Wetland Ecosyst Protect & Resto, Hefei 230601, Peoples R China; Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China; Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China; Chinese Acad Sci, Aerosp Informat Res Inst, Key Lab Quantitat Remote Sensing Informat Technol, Beijing 100094, Peoples R China;

来源：REMOTE SENSING OF ENVIRONMENT

关键词： Land surface temperature; Cloudy conditions; Annual temperature cycle model; Landsat 8

年份：2022

5Reconstruction of daytime land surface temperatures under cloud-covered conditions using integrated MODIS/Terra land products and MSG geostationary satellite data

作者： Zhao, Wei; Zhao, Wei; Duan, Si-Bo; SCI

机构： Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China; Tribhuvan Univ, Chinese Acad Sci, Kathmandu Ctr Res & Educ, Beijing 100101, Peoples R China; Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr, Beijing 100081, Peoples R China;

来源：REMOTE SENSING OF ENVIRONMENT

关键词： Land surface temperature; Cloud cover; Reconstruction; Random forest regression; Moderate Resolution Imaging; Spectroradiometer (MODIS); Meteosat Second Generation (MSG)

年份：2020

6Retrieval of Land Surface Temperature With Topographic Effect Correction From Landsat 8 Thermal Infrared Data in Mountainous Areas

作者： Zhu, Xiaolin; Duan, Si-Bo; Li, Zhao-Liang; Leng, Pei; Gao, Maofang; Li, Zhao-Liang; Wu, Hua; Zhao, Wei; Zhou, Xiaoming; SCI

机构： Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Minist Agr & Rural Affairs, Key Lab Agr Remote Sensing, Beijing 100081, Peoples R China; Chinese Acad Agr Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100081, Peoples R China; Chinese Acad Sci, Inst Mt Hazards & Environ, Chengdu 610041, Peoples R China; Lanzhou Univ Technol, Sch Civil Engn, Lanzhou 730050, Peoples R China;

来源：IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

关键词： Land surface temperature (LST); Landsat 8; mountainous areas; topographic effect

年份：2021

7Validation of Landsat land surface temperature product in the conterminous United States using in situ measurements from SURFRAD, ARM, and NDBC sites

作者： Duan, Si-Bo; Li, Zhao-Liang; Huang, Cheng; Han, Xiao-Jing; Gao, Maofang; Leng, Pei; Li, Zhao-Liang; Shang, Guofei; Zhao, Wei; Wu, Penghai; SCI

机构： Chinese Acad Agr Sci, Key Lab Agr Remote Sensing, Minist Agr & Rural Affairs, Inst Agr Resources & Reg Planning, Beijing, Peoples R China; Hebei GEO Univ, Sch Land Sci & Space Planning, Shijiazhuang, Hebei, Peoples R China; Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu, Peoples R China; Anhui Univ, Anhui Prov Key Lab Wetland Ecosyst Protect & Rest, Hefei, Peoples R China;

来源：INTERNATIONAL JOURNAL OF DIGITAL EARTH

关键词： Land surface temperature; land surface emissivity; validation; Landsat

年份：2021

8Influence of adjacency effect on high-spatial-resolution thermal infrared imagery: Implication for radiative transfer simulation and land surface temperature retrieval

作者： Duan, Si-Bo; Li, Zhao-Liang; Leng, Pei; Gao, Maofang; Li, Zhao-Liang; Wu, Hua; Gao, Caixia; Qian, Yonggang; Zhao, Wei; SCI

机构： Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Key Lab Agr Remote Sensing, Minist Agr, Beijing 100081, Peoples R China; Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China; Chinese Acad Sci, Acad Optoelect, Key Lab Quantitat Remote Sensing Informat Technol, Beijing 100094, Peoples R China; Chinese Acad Sci, Inst Mt Hazards & Environm, Chengdu 610041, Peoples R China;

来源：REMOTE SENSING OF ENVIRONMENT

关键词： Adjacency effect; Radiative transfer simulation; High-spatial-resolution; Thermal infrared; Land surface temperature

年份：2020