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Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms
期刊论文
, 2020, 卷号: 141
作者:
Liu Y.
;
Jing W.
;
Wang Q.
;
Xia X.
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/07/28
Decision trees
Land surface temperature
Learning systems
Nearest neighbor search
Neural networks
Object oriented programming
Soil moisture
Support vector machines
Support vector regression
Surveying
Topography
Vegetation
Classification and regression tree
Correlation coefficient
Digital elevation model
Geographic coordinates
High spatial resolution
K nearest neighbor (KNN)
Machine learning techniques
Normalized difference vegetation index
Learning algorithms
algorithm
comparative study
correlation
data set
digital elevation model
downscaling
machine learning
NDVI
soil moisture
spatial analysis
surface temperature
Australia
China
North America
Qinghai-Xizang Plateau
Spain
Appraisal of hydro-meteorological factors during extreme precipitation event: case study of Kedarnath cloudburst, Uttarakhand, India
期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 2
作者:
Pratap S.
;
Srivastava P.K.
;
Routray A.
;
Islam T.
;
Mall R.K.
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2021/09/01
Cloudburst
Digital elevation model (DEM)
Principal component analysis
Seriation analysis
Weather Research and Forecasting
Long term anthropogenic enrichment of soil organic matter stocks in forest soils – Detecting a legacy of historical charcoal production
期刊论文
, 2020, 卷号: 459
作者:
Bonhage A.
;
Hirsch F.
;
Schneider A.
;
Raab A.
;
Raab T.
;
Donovan S.
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2020/07/28
Biogeochemistry
Carbon
Charcoal
Forestry
Mapping
Organic compounds
Surveys
Charcoal fragments
Charcoal production
Digital elevation model
Ground surveys
Natural forests
Soil organic matters
Soil property
Statistical uncertainty
Soils
anthropogenic effect
charcoal
deciduous forest
dendrochronology
digital elevation model
enrichment
forest soil
geometry
long-term change
soil organic matter
soil property
Carbon
Charcoal
Forestry
Mapping
Organic Compounds
Surveys
Brandenburg [Germany]
Germany
Remote sensing-based river discharge estimation for a small river flowing over the high mountain regions of the Tibetan Plateau
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 卷号: 41, 期号: 9
作者:
Kebede, Mulugeta Genanu
;
Wang, Lei
;
Li, Xiuping
;
Hu, Zhidan
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2022/06/21
DIGITAL ELEVATION MODEL
WATER INDEX NDWI
SATELLITE ALTIMETRY
RATING CURVES
RUNOFF
BASIN
LAKES
UNCERTAINTY
STREAMFLOW
IMAGERY
Discharge Estimates for Ungauged Rivers Flowing over Complex High-Mountainous Regions based Solely on Remote Sensing-Derived Datasets
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 7
作者:
Kebede, Mulugeta Genanu
;
Wang, Lei
;
Yang, Kun
;
Chen, Deliang
;
Li, Xiuping
;
Zeng, Tian
;
Hu, Zhidan
收藏
  |  
浏览/下载:88/0
  |  
提交时间:2022/06/21
SATELLITE RADAR ALTIMETRY
SYNTHETIC-APERTURE RADAR
DIGITAL ELEVATION MODEL
FRESH-WATER DISCHARGE
WETLAND DYNAMICS
INUNDATION AREA
INDEX NDWI
CALIBRATION
RUNOFF
BASIN
FAO guidelines and geospatial application for agroforestry suitability mapping: case study of Ranchi, Jharkhand state of India
期刊论文
AGROFORESTRY SYSTEMS, 2019, 卷号: 93, 期号: 2, 页码: 531-544
作者:
Ahmad, Firoz
;
Goparaju, Laxmi
;
Qayum, Abdul
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/10/08
Agroforestry
Digital elevation model (DEM)
FAO
GIS
Land suitability
Nutrient status
Remote Sensing
Estimating continental river basin discharges using multiple remote sensing data sets
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2016, 卷号: 179
作者:
Sichangi, Arthur W.
;
Wang, Lei
;
Yang, Kun
;
Chen, Deliang
;
Wang, Zhongjing
;
Li, Xiuping
;
Zhou, Jing
;
Liu, Wenbin
;
Kuria, David
收藏
  |  
浏览/下载:86/0
  |  
提交时间:2022/06/21
SATELLITE RADAR ALTIMETRY
DIGITAL ELEVATION MODEL
FRESH-WATER DISCHARGE
RATING CURVES
LOW-GRADIENT
DATA-SPARSE
CALIBRATION
UNCERTAINTY
IMAGERY
PERFORMANCE
Glacier mass changes in Rongbuk catchment on Mt. Qomolangma from 1974 to 2006 based on topographic maps and ALOS PRISM data
期刊论文
JOURNAL OF HYDROLOGY, 2015, 卷号: 530
作者:
Ye, Qinghua
;
Bolch, Tobias
;
Naruse, Renji
;
Wang, Yuzhe
;
Zong, Jibiao
;
Wang, Zhongyan
;
Zhao, Rui
;
Yang, Daqing
;
Kang, Shichang
收藏
  |  
浏览/下载:90/0
  |  
提交时间:2019/11/08
ALOS/PRISM
Digital elevation model (DEM)
Mt. Qomolangma (Mt. Everest MQ)
Rongbuk Catchment (RC)
Glacier mass changes
Topographic maps