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科研机构
地理科学与资源研究... [63]
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期刊论文 [38]
SCI/SSCI论... [18]
EI期刊论文 [5]
中文期刊论文 [1]
会议论文 [1]
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2021 [5]
2020 [12]
2019 [8]
2018 [4]
2017 [6]
2016 [4]
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专题:地理科学与资源研究所
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The Role of Earth Observation in Achieving Sustainable Agricultural Production in Arid and Semi-Arid Regions of the World
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 17, 页码: 27
作者:
Qader, Sarchil Hama
;
Dash, Jadu
;
Alegana, Victor A.
;
Khwarahm, Nabaz R.
;
Tatem, Andrew J.
收藏
  |  
浏览/下载:68/0
  |  
提交时间:2021/11/05
agriculture
arid and semi-arid regions
crop monitoring
remote sensing
crop yield
Trends in Flowering Phenology of Herbaceous Plants and Its Response to Precipitation and Snow Cover on the Qinghai-Tibetan Plateau from 1983 to 2017
期刊论文
SUSTAINABILITY, 2021, 卷号: 13, 期号: 14, 页码: 21
作者:
Jiang, Yuhao
;
Li, Baolin
;
Yuan, Yecheng
;
Sun, Qingling
;
Zhang, Tao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2021/11/05
flowering phenology shift
functional groups
precipitation
snow cover
Qinghai-Tibetan Plateau
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 卷号: 169, 页码: 15
作者:
Yan, Rui
;
Liao, Jiaqiang
;
Yang, Jie
;
Sun, Wei
;
Nong, Mingyue
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/08/19
LSTM
CNN
Forecasting
AQI
Spatiotemporal clustering
Integrating Multi-Source Data for Rice Yield Prediction across China using Machine Learning and Deep Learning Approaches
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 297, 页码: 15
作者:
Cao, Juan
;
Zhang, Zhao
;
Tao, Fulu
;
Zhang, Liangliang
;
Luo, Yuchuan
收藏
  |  
浏览/下载:81/0
  |  
提交时间:2021/03/15
Rice
Google Earth Engine (GEE)
Machine Learning (ML)
Deep Learning (DL)
Yield prediction
Early warning system
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data
期刊论文
GEODERMA, 2021, 卷号: 384, 页码: 10
作者:
Zhang, Lei
;
Yang, Lin
;
Ma, Tianwu
;
Shen, Feixue
;
Cai, Yanyan
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2021/03/15
Digital soil sampling
Machine learning
Semi-supervised learning
Self-training
Predictive mapping
A review of drought monitoring with big data: Issues, methods, challenges and research directions
期刊论文
ECOLOGICAL INFORMATICS, 2020, 卷号: 60, 页码: 17
作者:
Balti, Hanen
;
Ben Abbes, Ali
;
Mellouli, Nedra
;
Farah, Imed Riadh
;
Sang, Yanfang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/03/16
Drought monitoring
Artificial intelligence
Big data
Machine learning
Statistical approach
Remote sensing
A Framework to Predict High-Resolution Spatiotemporal PM(2.5)Distributions Using a Deep-Learning Model: A Case Study of Shijiazhuang, China
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 17, 页码: 33
作者:
Zhang, Guangyuan
;
Lu, Haiyue
;
Dong, Jin
;
Poslad, Stefan
;
Li, Runkui
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/03/16
PM2.5
AOD
XGBoost
prediction
deep learning
ConvLSTM
SARIMA
Application of neural network and time series modeling to study the suitability of drain water quality for irrigation: a case study from Egypt
期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2020, 页码: 17
作者:
Abdel-Fattah, Mohamed K.
;
Mokhtar, Ali
;
Abdo, Ahmed, I
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2021/03/18
Water resources
IWQI
Artificial neural networks (ANN)
ARIMA
Time series
Egypt
Using Remote Sensing Data-Based Hydrological Model Calibrations for Predicting Runoff in Ungauged or Poorly Gauged Catchments
期刊论文
WATER RESOURCES RESEARCH, 2020, 卷号: 56, 期号: 8, 页码: 21
作者:
Huang, Qi
;
Qin, Guanghua
;
Zhang, Yongqiang
;
Tang, Qiuhong
;
Liu, Changming
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2021/03/16
remote sensing
evapotranspiration
PML
runoff prediction
bias correction
Simulating the Linkages Between Economy and Armed Conflict in India With a Long Short-Term Memory Algorithm
期刊论文
RISK ANALYSIS, 2020, 卷号: 40, 期号: 6, 页码: 1139-1150
作者:
Hao, Mengmeng
;
Fu, Jingying
;
Jiang, Dong
;
Ding, Fangyu
;
Chen, Shuai
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/07/09
Armed conflict
economy
LSTM
multiyear prediction
yearly prediction
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