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Soil Texture and Its Relationship with Environmental Factors on the Qinghai-Tibet Plateau
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 15
作者:
Liu, Yadong
;
Wu, Xiaodong
;
Wu, Tonghua
;
Zhao, Lin
;
Li, Ren
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2022/09/22
digital soil mapping
machine learning
soil particle size
random forest
soil pits
A Unified Framework for Large-scale Occupancy Mapping and Terrain Modeling using RMM
期刊论文
IEEE Robotics and Automation Letters, 2022, 卷号: 7, 期号: 2, 页码: 5143-5150
作者:
Liu X(刘旭)
;
Li DC(李德才)
;
He YQ(何玉庆)
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2022/03/23
Mapping
probability and statistical methods
random mapping
occupancy mapping
terrain modeling
A novel Landsat-based automated mapping of marsh wetland in the headwaters of the Brahmaputra, Ganges and Indus Rivers, southwestern Tibetan Plateau
期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 103, 页码: 16
作者:
Liu, Qionghuan
;
Zhang, Yili
;
Liu, Linshan
;
Wang, Zhaofeng
;
Nie, Yong
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  |  
浏览/下载:42/0
  |  
提交时间:2021/11/05
Wetland mapping
Random forest
Feature optimization
Google Earth Engine
Tibetan Plateau
Mapping Changing Population Distribution on the Qinghai-Tibet Plateau since 2000 with Multi-Temporal Remote Sensing and Point-of-Interest Data
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 24, 页码: 18
作者:
Li, Lanhui
;
Zhang, Yili
;
Liu, Linshan
;
Wang, Zhaofeng
;
Zhang, Huamin
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/15
population mapping
remote sensing
point of interest data
random forest model
Qinghai–
Tibet Plateau
A case-based method of selecting covariates for digital soil mapping
期刊论文
JOURNAL OF INTEGRATIVE AGRICULTURE, 2020, 卷号: 19, 期号: 8, 页码: 2127-2136
作者:
Peng, Liang
;
Cheng-zhi, Qin
;
A-xing, Zhu
;
Zhi-wei, Hou
;
Nai-qing, Fan
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  |  
浏览/下载:22/0
  |  
提交时间:2021/07/09
digital soil mapping
covariates
case-based reasoning
Random Forest
Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps
期刊论文
GEODERMA, 2020, 卷号: 370, 页码: 11
作者:
Ma, Tianwu
;
Brus, Dick J.
;
Zhu, A-Xing
;
Zhang, Lei
;
Scholten, Thomas
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2021/03/23
Soil sampling
Random forest
Similarity-based predictive soil mapping
K-means
Simulated annealing
Calibration sampling
Mapping landslide susceptibility at the Three Gorges Reservoir, China, using gradient boosting decision tree, random forest and information value models
期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 3, 页码: 670-685
作者:
Chen Tao
;
Zhu Li
;
Niu Rui-qing
;
Trinder, C. John
;
Peng Ling
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  |  
浏览/下载:13/0
  |  
提交时间:2020/11/12
Mapping landslide susceptibility
Gradient boosting decision tree
Random forest
Information value model
Three Gorges Reservoir
Optimizing Feature Selection of Individual Crop Types for Improved Crop Mapping
期刊论文
REMOTE SENSING, 2020, 卷号: 12, 期号: 1, 页码: 20
作者:
Yin, Leikun
;
You, Nanshan
;
Zhang, Geli
;
Huang, Jianxi
;
Dong, Jinwei
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/05/19
crop mapping
feature selection
spectro-temporal feature
separability index
Sentinel-2
Random Forest
Comparing Pixel-Based Random Forest and the Object-Based Support Vector Machine Approaches to Map the Quasi-Circular Vegetation Patches Using Individual Seasonal Fused GF-1 Imagery
期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 228955-228966
作者:
Shi, Lei
;
Liu, Qingsheng
;
Huang, Chong
;
Li, He
;
Liu, Gaohuan
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2021/03/15
Vegetation mapping
Support vector machines
Radio frequency
Spatial resolution
Satellites
Vegetation
Remote sensing
Gaofen 1 satellite imagery
objected-based support vector machine
pixel-based random forest
quasi-circular vegetation patch
season influence
Image encryption algorithm based on image hashing, improved chaotic mapping and DNA coding
期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 14, 页码: 2905-2915
作者:
Zhang, Qiuyu
;
Han, Jitian
;
Ye, Yutong
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  |  
浏览/下载:4/0
  |  
提交时间:2020/06/16
image coding
DNA
statistical analysis
cryptography
image processing
entropy
random sequences
chaos
chaotic communication
image encryption algorithm
image hashing
improved chaotic mapping
image features
fingerprint image
binary hash sequence
generated hash sequence
improved chaotic map
Chen's chaotic system
encryption algorithms
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