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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
Creator:
Hosseini, Seyyed Hasan
;
Hashemi, Hossein
;
Fakheri Fard, Ahmad
;
Berndtsson, Ronny
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View/Download:1/0
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Submit date: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
Creator:
Kazemzadeh, Majid
;
Hashemi, Hossein
;
Jamali, Sadegh
;
Uvo, Cintia B.
;
Berndtsson, Ronny
;
Huffman, George J.
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Submit date: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
Creator:
Afzali, Sayed Fakhreddin
;
Khanamani, Ali
;
Maskooni, Ehsan Kamali
;
Berndtsson, Ronny
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View/Download:0/0
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Submit date: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
Creator:
Bali, Khaled M.
;
Eltarabily, Mohamed G.
;
Berndtsson, Ronny
;
Selim, Tarek
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Submit date: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
Creator:
Wang, Bing
;
Niu, Jianzhi
;
Berndtsson, Ronny
;
Zhang, Linus
;
Chen, Xiongwen
;
Li, Xiang
;
Zhu, Zhijun
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View/Download:2/0
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Submit date: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
Creator:
Boroughani, Mahdi
;
Pourhashemi, Sima
;
Hashemi, Hossein
;
Salehi, Mahdi
;
Amirahmadi, Abolghasem
;
Asadi, Mohammad Ali Zangane
;
Berndtsson, Ronny
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View/Download:3/0
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Submit date: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
Creator:
Maskooni, Ehsan Kamali
;
Naseri-Rad, Mehran
;
Berndtsson, Ronny
;
Nakagawa, Kei
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Submit date: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
Creator:
Naghibi, Seyed Amir
;
Hashemi, Hossein
;
Berndtsson, Ronny
;
Lee, Saro
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Submit date: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
Creator:
Lin, Xingna
;
Niu, Jianzhi
;
Berndtsson, Ronny
;
Yu, Xinxiao
;
Zhang, Linus
;
Chen, Xiongwen
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View/Download:0/0
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Submit date: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
Creator:
Zemni, Nessrine
;
Bouksila, Fethi
;
Persson, Magnus
;
Slama, Fairouz
;
Berndtsson, Ronny
;
Bouhlila, Rachida
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View/Download:0/0
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Submit date:2021/11/30
soil salinity
soil water content
FDR sensor
soil pore water electrical conductivity
sensor calibration and validation
real time monitoring