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Areal Precipitation Coverage Ratio for Enhanced AI Modelling of Monthly Runoff: A New Satellite Data-Driven Scheme for Semi-Arid Mountainous Climate 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Hosseini, Seyyed Hasan;  Hashemi, Hossein;  Fakheri Fard, Ahmad;  Berndtsson, Ronny
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
artificial intelligence  data scarcity  GPM-IMERG  k-fold data partitioning  MODIS Terra  NDVI  rainfall  semiarid  soil moisture  streamflow  
Linear and Nonlinear Trend Analyzes in Global Satellite-Based Precipitation, 1998-2017 期刊论文
发表期刊: EARTHS FUTURE. 出版年: 2021, 卷号: 9, 期号: 4
作者:  Kazemzadeh, Majid;  Hashemi, Hossein;  Jamali, Sadegh;  Uvo, Cintia B.;  Berndtsson, Ronny;  Huffman, George J.
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
global precipitation  linear and nonlinear  trend type  TRMM  
Quantitative Assessment of Environmental Sensitivity to Desertification Using the Modified MEDALUS Model in a Semiarid Area 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2021, 卷号: 13, 期号: 14
作者:  Afzali, Sayed Fakhreddin;  Khanamani, Ali;  Maskooni, Ehsan Kamali;  Berndtsson, Ronny
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/19
MEDALUS  land degradation  desertification  spatial analysis  ESA  Segzi plain  
Nutrient and salinity management for spinach production under sprinkler irrigation in the low desert region of California 期刊论文
发表期刊: IRRIGATION SCIENCE. 出版年: 2021
作者:  Bali, Khaled M.;  Eltarabily, Mohamed G.;  Berndtsson, Ronny;  Selim, Tarek
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Efficient organic mulch thickness for soil and water conservation in urban areas 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2021, 卷号: 11, 期号: 1
作者:  Wang, Bing;  Niu, Jianzhi;  Berndtsson, Ronny;  Zhang, Linus;  Chen, Xiongwen;  Li, Xiang;  Zhu, Zhijun
收藏  |  浏览/下载：12/0  |  提交时间：2021/11/29
Application of remote sensing techniques and machine learning algorithms in dust source detection and dust source susceptibility mapping 期刊论文
发表期刊: ECOLOGICAL INFORMATICS. 出版年: 2020, 卷号: 56
作者:  Boroughani, Mahdi;  Pourhashemi, Sima;  Hashemi, Hossein;  Salehi, Mahdi;  Amirahmadi, Abolghasem;  Asadi, Mohammad Ali Zangane;  Berndtsson, Ronny
收藏  |  浏览/下载：5/0  |  提交时间：2020/05/22
Dust source  Frequency ratio (FR)  Weights of evidence (WOE)  Random Forest (RF)  Remote sensing  Iran  
Use of Heavy Metal Content and Modified Water Quality Index to Assess Groundwater Quality in a Semiarid Area 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 4
作者:  Maskooni, Ehsan Kamali;  Naseri-Rad, Mehran;  Berndtsson, Ronny;  Nakagawa, Kei
收藏  |  浏览/下载：1/0  |  提交时间：2021/01/07
heavy metal  water quality index  groundwater pollution  entropy weight  
Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2020, 卷号: 589
作者:  Naghibi, Seyed Amir;  Hashemi, Hossein;  Berndtsson, Ronny;  Lee, Saro
收藏  |  浏览/下载：4/0  |  提交时间：2021/01/07
Groundwater potential  Data scarcity  Parallel random forest  Extreme gradient boosting  GIS  
NDVI Dynamics and Its Response to Climate Change and Reforestation in Northern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Lin, Xingna;  Niu, Jianzhi;  Berndtsson, Ronny;  Yu, Xinxiao;  Zhang, Linus;  Chen, Xiongwen
收藏  |  浏览/下载：3/0  |  提交时间：2021/07/30
NDVI  climate driver  reforestation area  
Laboratory Calibration and Field Validation of Soil Water Content and Salinity Measurements Using the 5TE Sensor 期刊论文
发表期刊: SENSORS. 出版年: 2019, 卷号: 19, 期号: 23
作者:  Zemni, Nessrine;  Bouksila, Fethi;  Persson, Magnus;  Slama, Fairouz;  Berndtsson, Ronny;  Bouhlila, Rachida
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/30
soil salinity  soil water content  FDR sensor  soil pore water electrical conductivity  sensor calibration and validation  real time monitoring