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A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Desert landform detection and mapping using a semi-automated object-based image analysis approach 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2022, 卷号: 199
作者:  Garajeh, Mohammad Kazemi;  Feizizadeh, Bakhtiar;  Weng, Qihao;  Moghaddam, Mohammad Hossein Rezaei;  Garajeh, Ali Kazemi
收藏  |  浏览/下载：50/0  |  提交时间：2022/03/17
Object-based image analysis (OBIA)  Fuzzy rule-based classification  Desert landforms  Geomorphology  Earth's landforms  
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  
Estimating Carbon, Nitrogen, and Phosphorus Contents of West-East Grassland Transect in Inner Mongolia Based on Sentinel-2 and Meteorological Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Pang, Haiyang;  Zhang, Aiwu;  Yin, Shengnan;  Zhang, Jiaxin;  Dong, Gang;  He, Nianpeng;  Qin, Wenxuan;  Wei, Dandan
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Sentinel-2  grassland  C  N  P  fractional differential  spectra  Inner Mongolia Plateau  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Assessment of Aeolian Activity in the Bodele Depression, Chad: A Dense Spatiotemporal Time Series From Landsat-8 and Sentinel-2 Data 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2022, 卷号: 9
作者:  Ali, Eslam;  Xu, Wenbin;  Xie, Lei;  Ding, Xiaoli
收藏  |  浏览/下载：26/0  |  提交时间：2022/03/17
Bodele depression  dune migration  COSI-Corr  image matching  time series inversion  
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：14/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Land cover change detection in the Aralkum with multi-source satellite datasets 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2022
作者:  Low, Fabian;  Dimov, Dimo;  Kenjabaev, Shavkat;  Zaitov, Sherzod;  Stulina, Galina;  Dukhovny, Viktor
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Aral sea  google earth engine  ground truth data  land cover  remote sensing  random forest  
Assimilation of SMAP disaggregated soil moisture and Landsat land surface temperature to improve FAO-56 estimates of ET in semi-arid regions 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 260
作者:  Amazirh, Abdelhakim;  Er-Raki, Salah;  Ojha, Nitu;  Bouras, El Houssaine;  Rivalland, Vincent;  Merlin, Olivier;  Chehbouni, Abdelghani
收藏  |  浏览/下载：14/0  |  提交时间：2022/02/12
Evapotranspiration  Data assimilation  FAO-dualK(c)  Soil moisture  Land surface temperature  
Combined Effects of Artificial Surface and Urban Blue-Green Space on Land Surface Temperature in 28 Major Cities in China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Chen, Liang;  Wang, Xuelei;  Cai, Xiaobin;  Yang, Chao;  Lu, Xiaorong
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
urban blue-green space  land surface temperature  cooling effect  artificial surface  China