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科研机构
地理科学与资源研究... [21]
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期刊论文 [21]
发表日期
2019 [21]
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发表日期:2019
专题:地理科学与资源研究所
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Global variability in belowground autotrophic respiration in terrestrial ecosystems
期刊论文
EARTH SYSTEM SCIENCE DATA, 2019, 卷号: 11, 期号: 4, 页码: 1839-1852
作者:
Tang, Xiaolu
;
Fan, Shaohui
;
Zhang, Wenjie
;
Gao, Sicong
;
Chen, Guo
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/05/19
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
Mapping sugarcane in complex landscapes by integrating multi-temporal Sentinel-2 images and machine learning algorithms
期刊论文
LAND USE POLICY, 2019, 卷号: 88, 页码: 11
作者:
Wang, Ming
;
Liu, Zhengjia
;
Baig, Muhammad Hasan Ali
;
Wang, Yongsheng
;
Li, Yurui
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Crop phenology
Sentinel-2 images
Machine learning approach
Sugarcane mapping
Land use
The Effect of NDVI Time Series Density Derived from Spatiotemporal Fusion of Multisource Remote Sensing Data on Crop Classification Accuracy
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2019, 卷号: 8, 期号: 11, 页码: 17
作者:
Sun, Rui
;
Chen, Shaohui
;
Su, Hongbo
;
Mi, Chunrong
;
Jin, Ning
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2020/05/19
support vector machine
classification accuracy
remote sensing
random forest
Forest-Type Classification Using Time-Weighted Dynamic Time Warping Analysis in Mountain Areas: A Case Study in Southern China
期刊论文
FORESTS, 2019, 卷号: 10, 期号: 11, 页码: 18
作者:
Cheng, Kai
;
Wang, Juanle
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
forest type
time-weighted dynamic time warping
random forest
support vector machine
mountain area
southern China
Benchmarking Machine Learning Algorithms for Instantaneous Net Surface Shortwave Radiation Retrieval Using Remote Sensing Data
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 21, 页码: 20
作者:
Wu, Hua
;
Ying, Wangmin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
net surface shortwave radiation
MODIS
FLUXNET
Random Forest
Artificial Neural Network
Support Vector Regression
Changes in soil microbial biomass with manure application in cropping systems: A meta-analysis
期刊论文
SOIL & TILLAGE RESEARCH, 2019, 卷号: 194, 页码: 11
作者:
Ren, Fengling
;
Sun, Nan
;
Xu, Meng
;
Zhang, Xubo
;
Wu, Lianhai
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2020/03/23
Microbial biomass
Manure
Mineral fertilizer
Chinese cropland
Meta-analysis
The assessment of different vegetation indices for spatial disaggregating of thermal imagery over the humid agricultural region
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2019, 页码: 20
作者:
Liu, Kai
;
Wang, Shudong
;
Li, Xueke
;
Li, Yao
;
Zhang, Bo
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/05/19
Evaluation and Comparison of Random Forest and A-LSTM Networks for Large-scale Winter Wheat Identification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 14, 页码: 21
作者:
He, Tianle
;
Xie, Chuanjie
;
Liu, Qingsheng
;
Guan, Shiying
;
Liu, Gaohuan
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/03/23
winter wheat identification
random forest
A-LSTM
pixel-mixing effect
variable importance analysis
Estimating grassland aboveground biomass on the Tibetan Plateau using a random forest algorithm
期刊论文
ECOLOGICAL INDICATORS, 2019, 卷号: 102, 页码: 479-487
作者:
Zeng, Na
;
Ren, Xiaoli
;
He, Honglin
;
Zhang, Li
;
Zhao, Dan
收藏
  |  
浏览/下载:49/0
  |  
提交时间:2019/09/24
Aboveground biomass (AGB)
The Tibetan Plateau
Random Forest (RF)
Mean annual temperature (MAT)
Mean annual precipitation (MAP)
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