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地理科学与资源研究... [33]
内容类型
期刊论文 [26]
SCI/SSCI论文 [6]
EI期刊论文 [1]
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2021 [8]
2020 [5]
2019 [4]
2018 [6]
2017 [3]
2016 [2]
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专题:地理科学与资源研究所
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Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
作者:
Yin, Lichang
;
Tao, Fulu
;
Chen, Yi
;
Liu, Fengshan
;
Hu, Jian
收藏
  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
Evapotranspiration
Machine learning
process-based ET
ET integration
China
Gaussian process regression
Climate change detection and attribution in the Ganga-Brahmaputra-Meghna river basins
期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 5, 页码: 10
作者:
Sharma, Chetan
;
Shukla, Anoop Kumar
;
Zhang, Yongqiang
收藏
  |  
浏览/下载:104/0
  |  
提交时间:2021/11/05
Ganga-Brahmaputra-Meghna (GBM)
Climate change
Support vector machine
Signal to noise ratio
Anthropogenic activities
Downscaling of ESA CCI soil moisture in Taihu Lake Basin: are wetness conditions and non-linearity important?
期刊论文
JOURNAL OF WATER AND CLIMATE CHANGE, 2021, 卷号: 12, 期号: 5, 页码: 1564-1579
作者:
Liu, Ya
;
Zhu, Qing
;
Liao, Kaihua
;
Lai, Xiaoming
;
Wang, Junbang
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/11/05
remote sensing
soil hydrology
soil moisture
Taihu Lake Basin
watershed
Statistical estimation of next-day nighttime surface urban heat islands
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 卷号: 176, 页码: 182-195
作者:
Lai, Jiameng
;
Zhan, Wenfeng
;
Quan, Jinling
;
Bechtel, Benjamin
;
Wang, Kaicun
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2021/08/19
Surface urban heat island
Thermal remote sensing
Land surface temperature
MODIS
Support vector regression
Optimization of multi-source UAV RS agro-monitoring schemes designed for field-scale crop phenotyping
期刊论文
PRECISION AGRICULTURE, 2021, 页码: 35
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Huang, Yaohuan
;
Yang, Ting
;
Li, Jing
收藏
  |  
浏览/下载:122/0
  |  
提交时间:2021/06/10
Unmanned aerial vehicle (UAV)
Multispectral
Hyperspectral
Thermal
LiDAR
Phenotyping
Analysis of prediction algorithm for forest land spatial evolution trend in rural planning
期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2021, 页码: 9
作者:
Jiang, Xiujuan
;
Zhang, Nan
;
Huang, Jinchuan
;
Zhang, Ping
;
Liu, Hui
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/03/15
Rural planning
Forest
Evolve
Data mining
Support vector machine
Integrated phenology and climate in rice yields prediction using machine learning methods
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 120, 页码: 11
作者:
Guo, Yahui
;
Fu, Yongshuo
;
Hao, Fanghua
;
Zhang, Xuan
;
Wu, Wenxiang
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  |  
浏览/下载:76/0
  |  
提交时间:2021/03/15
Early mature rice
Machine learning (ML) methods
Multiple linear regression (MLR)
Rice yield prediction
Phenology
A Machine Learning-Based Geostatistical Downscaling Method for Coarse-Resolution Soil Moisture Products
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2021, 卷号: 14, 页码: 1025-1037
作者:
Jin, Yan
;
Ge, Yong
;
Liu, Yaojie
;
Chen, Yuehong
;
Zhang, Haitao
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/15
Spatial resolution
Interpolation
Support vector machines
Mathematical model
Market research
Soil moisture
Monitoring
Area-to-area kriging
downscaling
soil moisture
support vector regression
Hydrological hotspots of climatic influence in Brazil: A two-step regularization approach
期刊论文
ATMOSPHERIC RESEARCH, 2020, 卷号: 246, 页码: 17
作者:
Ndehedehe, Christopher E.
;
Haile, Gebremedhin G.
;
Agutu, Nathan O.
;
Ferreira, Vagner G.
;
Getirana, Augusto
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/16
Rainfall
SPI
Drought
Support vector machine
ENSO
Brazil
Estimating leaf chlorophyll content of crops via optimal unmanned aerial vehicle hyperspectral data at multi-scales
期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 卷号: 178, 页码: 16
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Yang, Ting
;
Li, Jing
;
Peng, Jinbang
收藏
  |  
浏览/下载:115/0
  |  
提交时间:2021/03/15
Unmanned aerial vehicle (UAV)
Hyperspectral
Chlorophyll
Machine learning
Precision agriculture
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