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On the Relationship Between Radar Backscatter and Radiometer Brightness Temperature From SMAP 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Zeng, Jiangyuan;  Shi, Pengfei;  Chen, Kun-Shan;  Ma, Hongliang;  Bi, Haiyun;  Cui, Chenyang
收藏  |  浏览/下载：32/0  |  提交时间：2022/02/12
Radar  Microwave radiometry  Vegetation mapping  Soil moisture  Spaceborne radar  Microwave measurement  Environmental factors  Active microwave  passive microwave  soil moisture active passive (SMAP)  soil moisture (SM)  synergy  
Mapping rangeland ecosystems vulnerability to Lantana camara invasion in semi-arid savannahs in South Africa 期刊论文
发表期刊: AFRICAN JOURNAL OF ECOLOGY. 出版年: 2022
作者:  Dube, Timothy;  Maluleke, Xivutiso Glenny;  Mutanga, Onisimo
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
environmental variables  invasive plants encroachment  L  camara  Maxent  rangeland ecosystems  semi-arid environments  
Assessing the factors influencing water quality using environment water quality index and partial least squares structural equation model in the Ebinur Lake Watershed, Xinjiang, China 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Liu, Changjiang;  Zhang, Fei;  Wang, Xiaoping;  Chan, Ngai Weng;  Rahman, Haliza Abdul;  Yang, Shengtian;  Tan, Mou Leong
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Surface water  Water quality  CWQI  PLS-SEM  Driving factors  
A Planted Forest Mapping Method Based on Long-Term Change Trend Features Derived from Dense Landsat Time Series in an Ecological Restoration Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Meng, Yuanyuan;  Wei, Caiyong;  Guo, Yanpei;  Tang, Zhiyao
收藏  |  浏览/下载：35/0  |  提交时间：2022/03/17
planted forests  long-term change trend features  Landsat time series  Google Earth Engine  random forest  NDVI  
Predicting suitable breeding areas for different locust species - A multi-scale approach accounting for environmental conditions and current land cover situation 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2022, 卷号: 107
作者:  Klein, Igor;  van der Woude, Sietse;  Schwarzenbacher, Frederic;  Muratova, Nadiya;  Slagter, Bart;  Malakhov, Dmitry;  Oppelt, Natascha;  Kuenzer, Claudia
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Locust breeding habitat  Incubation of egg-pods  Ecological niche model  Habitat suitability index  Locust monitoring  Remote sensing  Sentinel-2  
Using remote sensing data for geological mapping in semi-arid environment: a machine learning approach 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2022, 卷号: 15, 期号: 1, 页码: 485-496
作者:  El Alaoui El Fels, Abdelhafid;  El Ghorfi, Mustapha
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Aster imagery  Lithological classification  Machine learning  Semi-arid  
Mapping of land cover in semi-arid regions based on a multi-gate semi-supervised learning method - a case study of Zhangbei, China 期刊论文
发表期刊: REMOTE SENSING LETTERS. 出版年: 2022, 卷号: 13, 期号: 2, 页码: 207-217
作者:  Chen, Boan;  Feng, Quanlong;  Niu, Bowen;  Yang, Jianyu;  Gao, Bingbo;  Liu, Jiantao;  Wang, Weitao;  Li, Chenxi;  Zhao, Yuanyuan;  Guo, Hao;  Ma, Qin
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
Enhancing LULC scenarios impact assessment in hydrological dynamics using participatory mapping protocols in semiarid regions 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Rivas-Tabares, David;  Tarquis, Ana M.;  De Miguel, Angel;  Gobin, Anne;  Willaarts, Barbara
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/19
Agricultural catchments  Hydrology  LULC change  Participatory land use scenarios  SWAT  Semi-arid  Water balance  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：15/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Leaf Area Index Estimation of Pergola-Trained Vineyards in Arid Regions Based on UAV RGB and Multispectral Data Using Machine Learning Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ilniyaz, Osman;  Kurban, Alishir;  Du, Qingyun
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
leaf area index (LAI)  light extinction coefficient  unmanned aerial vehicles (UAV)  multispectral data  RGB data  machine learning  pergola-trained vineyards