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地理科学与资源研究... [31]
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期刊论文 [21]
SCI/SSCI论文 [7]
EI期刊论文 [3]
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2021 [5]
2020 [4]
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专题:地理科学与资源研究所
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Crop yield forecasting and associated optimum lead time analysis based on multi-source environmental data across China
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 308, 页码: 12
作者:
Li, Linchao
;
Wang, Bin
;
Feng, Puyu
;
Wang, Huanhuan
;
He, Qinsi
收藏
  |  
浏览/下载:78/0
  |  
提交时间:2021/11/05
Crop yield forecast
Climate extremes
Remote sensing
Random forest
Lead time
Variable importance
Encoder-Decoder Full Residual Deep Networks for Robust Regression and Spatiotemporal Estimation
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 9, 页码: 4217-4230
作者:
Li, Lianfa
;
Fang, Ying
;
Wu, Jun
;
Wang, Jinfeng
;
Ge, Yong
收藏
  |  
浏览/下载:80/0
  |  
提交时间:2021/11/05
Bias
deep learning
encoder-decoder
full residual deep network
non-linear regression
prediction of satellite aerosol optical depth (AOD) and PM2.5
spatiotemporal modeling
Exploring the impacts of the inequality of water permit allocation and farmers' behaviors on the performance of an agricultural water market
期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 599, 页码: 16
作者:
Du, Erhu
;
Cai, Ximing
;
Wu, Feng
;
Foster, Timothy
;
Zheng, Chunmiao
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/11/05
Water permit allocation
Gini coefficient
Agent-based model
Farmers' behaviors
Agricultural water market
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
Exploring spatial path dependence in industrial space with big data: A case study of Beijing
期刊论文
CITIES, 2021, 卷号: 108, 页码: 11
作者:
Yang, Zhenshan
;
Wu, Di
;
Wang, Dawei
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/03/15
Spatial path dependence
Big data
Machine learning
Information services industry
Beijing
Spatial Distribution of China's Industrial Output Values under Global Warming Scenarios RCP4.5 and RCP8.5
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 卷号: 9, 期号: 12, 页码: 19
作者:
Xue, Qian
;
Song, Wei
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/15
climate change
industrial output value
RCP4
5 and RCP8
5
machine learning
random forest algorithm
China
Wild animal survey using UAS imagery and deep learning: modified Faster R-CNN for kiang detection in Tibetan Plateau
期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2020, 卷号: 169, 页码: 364-376
作者:
Peng, Jinbang
;
Wang, Dongliang
;
Liao, Xiaohan
;
Shao, Quanqin
;
Sun, Zhigang
收藏
  |  
浏览/下载:113/0
  |  
提交时间:2021/03/16
Wild animal survey
Deep learning
Object detection
Unmanned aircraft systems (UAS)
Research challenges and opportunities for using big data in global change biology
期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 页码: 22
作者:
Xia, Jianyang
;
Wang, Jing
;
Niu, Shuli
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/03/16
big data
Earth system model
global change biology
machine learning
model uncertainty
A carbon monitoring system for mapping regional, annual aboveground biomass across the northwestern USA
期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 卷号: 15, 期号: 9, 页码: 17
作者:
Hudak, Andrew T.
;
Fekety, Patrick A.
;
Kane, Van R.
;
Kennedy, Robert E.
;
Filippelli, Steven K.
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/18
Commercial Off-The-Shelf (COTS) lidar
Forest Inventory and Analysis (FIA)
landsat image time series
LandTrendr
monitoring
reporting
verification (MRV)
Estimating Maize Above-Ground Biomass Using 3D Point Clouds of Multi-Source Unmanned Aerial Vehicle Data at Multi-Spatial Scales
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 22, 页码: 22
作者:
Zhu, Wanxue
;
Sun, Zhigang
;
Peng, Jinbang
;
Huang, Yaohuan
;
Li, Jing
收藏
  |  
浏览/下载:48/0
  |  
提交时间:2020/05/19
unmanned aerial vehicle
above-ground biomass
LiDAR
crop height
machine learning
multispectral data
SfM point clouds
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