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Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 104
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhi Ying
收藏  |  浏览/下载：45/0  |  提交时间：2022/04/28
PHOTOSYNTHETIC VEGETATION  FRACTIONAL COVER  LOESS PLATEAU  MODIS DATA  BARE SOIL  INDEX  RESIDUE  IMAGERY  NDVI  CROP  
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:  Chen, Yansi;  Hou, Jinliang;  Huang, Chunlin;  Zhang, Ying;  Li, Xianghua
收藏  |  浏览/下载：33/0  |  提交时间：2022/04/28
MODIS TIME-SERIES  CROP CLASSIFICATION  LAND-COVER  VEGETATION INDEXES  FEATURE-SELECTION  NDVI DATA  PERFORMANCE  FIELDS  EXTENT  
Quantitative spatial analysis of vegetation dynamics and potential driving factors in a typical alpine region on the northeastern Tibetan Plateau using the Google Earth Engine 期刊论文
CATENA, 2021, 卷号: 206
作者:  Liu, Chenli;  Li, Wenlong;  Wang, Wenying;  Zhou, Huakun;  Liang, Tiangang;  Hou, Fujiang;  Xu, Jing;  Xue, Pengfei
收藏  |  浏览/下载：102/0  |  提交时间：2022/04/28
3-RIVER SOURCE REGION  BIG DATA APPLICATIONS  CLIMATE-CHANGE  COVER VARIATIONS  RISK-ASSESSMENT  GANNAN PLATEAU  TREND ANALYSIS  RIVER-BASIN  MODIS DATA  NDVI  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：28/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain  
A simple method to improve the quality of NDVI time-series data by integrating spatiotemporal information with the Savitzky-Golay filter 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 217
作者:  Cao, Ruyin;  Chen, Yang;  Shen, Miaogen;  Chen, Jin;  Zhou, Jin;  Wang, Cong;  Yang, Wei
收藏  |  浏览/下载：98/0  |  提交时间：2022/06/21
DIGITAL REPEAT PHOTOGRAPHY  SATELLITE SENSOR DATA  VEGETATION PHENOLOGY  HARMONIC-ANALYSIS  MODIS NDVI  GREEN-UP  FOREST  REFLECTANCE  LANDSAT  IMAGES  
Extension of the growing season increases vegetation exposure to frost 期刊论文
NATURE COMMUNICATIONS, 2018, 卷号: 9
作者:  Liu, Qiang;  Piao, Shilong;  Janssens, Ivan A.;  Fu, Yongshuo;  Peng, Shushi;  Lian, Xu;  Ciais, Philippe;  Myneni, Ranga B.;  Penuelas, Josep;  Wang, Tao
收藏  |  浏览/下载：18/0  |  提交时间：2022/06/21
LAND-SURFACE PHENOLOGY  SPRING PHENOLOGY  CLIMATE-CHANGE  ATMOSPHERIC CO2  TIME-SERIES  NORTHERN-HEMISPHERE  UNITED-STATES  NDVI DATA  DAMAGE  AUTUMN  
An improved logistic method for detecting spring vegetation phenology in grasslands from MODIS EVI time-series data 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2015, 卷号: 200
作者:  Cao, Ruyin;  Chen, Jin;  Shen, Miaogen;  Tang, Yanhong
收藏  |  浏览/下载：16/0  |  提交时间：2022/06/21
TIBETAN PLATEAU  GROWING-SEASON  GREEN-UP  CLIMATE-CHANGE  NDVI DATA  CHINA  LAND  TEMPERATURE  RESOLUTION  RESPONSES  
Changes in autumn vegetation dormancy onset date and the climate controls across temperate ecosystems in China from 1982 to 2010 期刊论文
GLOBAL CHANGE BIOLOGY, 2015, 卷号: 21, 期号: 2
作者:  Yang, Yuting;  Guan, Huade;  Shen, Miaogen;  Liang, Wei;  Jiang, Lei
收藏  |  浏览/下载：22/0  |  提交时间：2022/06/21
GREEN-UP DATE  TIBETAN PLATEAU  SPRING PHENOLOGY  GROWING-SEASON  NORTHERN-HEMISPHERE  CARBON-CYCLE  NDVI DATA  RESPONSES  VARIABILITY  MODEL  
Vegetation change based on SPOT-VGT data from 1998-2007, northern China 期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2010, 卷号: 60, 期号: 7
作者:  Liu, Shulin;  Wang, Tao;  Guo, Jian;  Qu, Jianjun;  An, Peijun
收藏  |  浏览/下载：38/0  |  提交时间：2019/11/08
Northern China  Vegetation change  NDVI  SPOT data