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Spatial exploration, dendrometric characteristics and prediction models of wood production in a stand of Acacia schaffneri in Durango, Mexico 期刊论文
发表期刊: FOLIA OECOLOGICA. 出版年: 2022, 卷号: 49, 期号: 1
作者:  Valenzuela Nunez, Luis Manuel;  Martinez Sifuentes, Aldo Rafael;  Hernandez Herrera, Jose Antonio;  Garcia de la Pena, Cristina;  Briceno Contreras, Edwin Amir;  Rios Saucedo, Julio Cesar;  Melo Guerrero, Enrique
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
degradation  forest mensuration  grazing  prediction models  
Estimation of Spatial-Temporal Distribution of Grazing Intensity Based on Sheep Trajectory Data 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 4
作者:  Fan, Xiantao;  Xuan, Chuanzhong;  Zhang, Mengqin;  Ma, Yanhua;  Meng, Yunqi
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
trajectory data  grazing sheep  neural network  grazing intensity  spatial-temporal distribution  
Global estimation of clear-sky shortwave aerosol direct radiative effects based on CALIPSO observations 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 4, 页码: 1514-1548
作者:  Shi, Zhenwei;  Zhang, Zhaoxu;  Chen, Wei;  Lin, Yi
收藏  |  浏览/下载：25/0  |  提交时间：2022/03/17
CALIPSO  Aerosol  Optical properties  Aerosol direct radiative effect  Spatial and temporal distribution  
Applications of a thermal-based two-source energy balance model coupled to surface soil moisture 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2022, 卷号: 271
作者:  Song, Lisheng;  Ding, Zhonghao;  Kustas, William P.;  Xu, Yanhao;  Zhao, Gengle;  Liu, Shaomin;  Ma, Mingguo;  Xue, Kejia;  Bai, Yan;  Xu, Ziwei
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
TSEB-SM model  Soil water stress  Surface flux estimation  
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  
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  
Using Remote Sensing to Estimate Scales of Spatial Heterogeneity to Analyze Evapotranspiration Modeling in a Natural Ecosystem 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Nassar, Ayman;  Torres-Rua, Alfonso;  Hipps, Lawrence;  Kustas, William;  McKee, Mac;  Stevens, David;  Nieto, Hector;  Keller, Daniel;  Gowing, Ian;  Coopmans, Calvin
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
evapotranspiration (ET)  natural environment  ecosystem  spatial heterogeneity  wavelet energy  discrete wavelet transform (DWT)  sUAS  remote sensing  TSEB model  Upper Colorado River Basin  San Rafael River corridor  water resources management  
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  
Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 3, 页码: 778-811
作者:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning