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Identifying Anomalous Regions of Vegetation Change From 2000 to 2020, China: Driving Forces, Probability, and Colocation Patterns 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2024, 卷号: 17, 页码: 14337-14352
作者:  Zhang, Xinyue;  Peng, Li;  Tan, Jing;  Zhang, Huijuan;  Yu, Huan
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Climate change  Human activity recognition  Vegetation mapping  Indexes  Probability  Statistical analysis  Weather forecasting  Environmental monitoring  Normalized difference vegetation index  Anomalous region  climate change  colocation patterns  human activity  normalized difference vegetation index (NDVI)  
A Novel Method for Identifying Crops in Parcels Constrained by Environmental Factors Through the Integration of a Gaofen-2 High-Resolution Remote Sensing Image and Sentinel-2 Time Series 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2024, 卷号: 17, 页码: 450-463
作者:  Chen, Weijia;  Liu, Guilin
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
Crop mapping  parcel-based  segment  spectral-temporal features  time-weighted dynamic time warping (TWDTW)  
Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Tree-based algorithms for spatial modeling of soil particle distribution in arid and semi-arid region 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 3
作者:  Abakay, Osman;  Kilic, Mirac;  Gunal, Hikmet;  Kilic, Orhan Mete
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Digital soil mapping  Sand  Clay  Silt  Remote sensing  Particle size distribution  Model  Data mining  
A Vegetation-Temperature-Radiation-Composite Method for Downscaling Soil Moisture 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2024, 卷号: 21
作者:  Kong, Xuechun;  Meng, Xiangjin;  Guluzade, Rufat;  Hu, Penghua;  Yang, Yingbao
收藏  |  浏览/下载：38/0  |  提交时间：2024/10/04
Vegetation mapping  Spatial resolution  Microwave theory and techniques  Meteorology  Land surface  Indexes  Optical sensors  Downscaling  ERA5  radiation information  soil moisture (SM)  vegetation cover  
Land Cover Segmentation Using 3-D FCN-Based Architecture With Coordinate Attention 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. 出版年: 2024, 卷号: 21
作者:  Buttar, Preetpal Kaur;  Sachan, Manoj Kumar
收藏  |  浏览/下载：19/0  |  提交时间：2024/10/04
3-D fully convolutional network (FCN)  land cover mapping  remote sensing  satellite imagery  semantic segmentation  Sentinel-2  
Using quantile mapping and random forest for bias-correction of high-resolution reanalysis precipitation data and CMIP6 climate projections over Iran 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF CLIMATOLOGY. 出版年: 2024
作者:  Raeesi, Maryam;  Zolfaghari, Ali Asghar;  Kaboli, Seyed Hasan;  Rahimi, Mohammad;  de Vente, Joris;  Eekhout, Joris P. C.
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
annual precipitation projection  bias-correction methods  data mining  ERA5-Land reanalysis data  quantile mapping  random forest algorithm  
Spatial variability of some heavy metals in arid harrats soils: Combining machine learning algorithms and synthetic indexes based-multitemporal Landsat 8/9 to establish background levels 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Sulieman, Magboul M.;  Kaya, Fuat;  Keshavarzi, Ali;  Hussein, Abdullahi M.;  Al-Farraj, Abdullah S.;  Brevik, Eric C.
收藏  |  浏览/下载：32/0  |  提交时间：2024/10/04
Digital soil mapping  Environmental covariates  Geogenic origin  Harmful metals  Multivariate statistical analysis  
Estimating soil organic carbon content of multiple soil horizons in the middle and upper reaches of the Heihe River Basin 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 234
作者:  Wei, Lifei;  Tian, Shuang;  Lu, Qikai;  Zhong, Yanfei;  Zheng, Yongqi;  Lu, Yujie;  Xiao, Zhiwei
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
Soil organic carbon  Soil horizon  Digital soil mapping  Machine learning  Heihe River Basin  
Trace element pollution tracking in the complex multi-aquifer groundwater system of Al-Hassa oasis (Saudi Arabia) using spatial, chemometric and index-based techniques 期刊论文
发表期刊: ENVIRONMENTAL RESEARCH. 出版年: 2024, 卷号: 249
作者:  Abba, S. I.;  Yassin, Mohamed A.;  Shah, Syed Muzzamil Hussain;  Egbueri, Johnbosco C.;  Elzain, Hussam Eldin;  Agbasi, Johnson C.;  Saini, Gaurav;  Usaman, Jamilu;  Khan, Nadeem A.;  Aljundi, Isam H.
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
Chemometric analysis  Environmental pollution  Heavy metal pollution  Indexical modelling  Spatial mapping  Water quality assessment