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Estimation of Vegetation Leaf-Area-Index Dynamics from Multiple Satellite Products through Deep-Learning Method
期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 17
作者:
Liu, Tian
;
Jin, Huaan
;
Li, Ainong
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2022/12/28
time series
leaf-area index
long short-term memory
deep learning
Bi-LSTM Model for Time Series Leaf Area Index Estimation Using Multiple Satellite Products
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 卷号: 19, 页码: 5
作者:
Liu, Tian
;
Jin, Huaan
;
Xie, Xinyao
;
Fang, Hongliang
;
Wei, Dandan
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/02
Bidirectional long short-term memory (Bi-LSTM)
deep learning (DL)
leaf area index (LAI)
time series
Analysis of vegetation dynamics in the Qinling-Daba Mountains region from MODIS time series data
期刊论文
ECOLOGICAL INDICATORS, 2021, 卷号: 129, 页码: 13
作者:
Bai, Yan
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  |  
浏览/下载:53/0
  |  
提交时间:2021/11/05
Vegetation indices
Spatiotemporal variation
Trend analysis
Vegetation types
MODIS
Qinling-Daba Mountains region
Recent greening of grasslands in northern China driven by increasing precipitation
期刊论文
JOURNAL OF PLANT ECOLOGY, 2021, 卷号: 14, 期号: 5, 页码: 843-853
作者:
Di, Kai
;
Hu, Zhongmin
;
Wang, Mei
;
Cao, Ruochen
;
Liang, Minqi
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/11/05
plant growth
temporal dynamics
turning point
trend change
climate change
Variation of intra-daily instantaneous FAPAR estimated from the geostationary Himawari-8 AHI data
期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 17
作者:
Zhang, Yinghui
;
Fang, Hongliang
;
Wang, Yao
;
Li, Sijia
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  |  
浏览/下载:57/0
  |  
提交时间:2021/11/05
Himawari-8 AHI
FAPAR
Intra-day
Radiative transfer model
Validation
Performance Evaluation of Long NDVI Timeseries from AVHRR, MODIS and Landsat Sensors over Landslide-Prone Locations in Qinghai-Tibetan Plateau
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 16, 页码: 27
作者:
Sajadi, Payam
;
Sang, Yan-Fang
;
Gholamnia, Mehdi
;
Bonafoni, Stefania
;
Brocca, Luca
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/11/05
HANTS
NDVI
reconstruction
wavelet threshold denoising
Qinghai-Tibetan Plateau
Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 261, 页码: 17
作者:
Zhang, Yihang
;
Ling, Feng
;
Wang, Xia
;
Foody, Giles M.
;
Boyd, Doreen S.
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  |  
浏览/下载:37/0
  |  
提交时间:2021/08/19
Forest disturbance
Small-scale clearing
Landsat and Sentinel-2
Deep learning
Downscaling
An Improved Index for Urban Population Distribution Mapping Based on Nighttime Lights (DMSP-OLS) Data: An Experiment in Riyadh Province, Saudi Arabia
期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 6, 页码: 23
作者:
Alahmadi, Mohammed
;
Mansour, Shawky
;
Martin, David
;
Atkinson, Peter M.
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/07/09
Saudi Arabia
Riyadh
population
nighttime
DMSP-OLS
NTL
land cover
use
The confounding effect of snow cover on assessing spring phenology from space: A new look at trends on the Tibetan Plateau
期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 756, 页码: 15
作者:
Huang, Ke
;
Zhang, Yangjian
;
Tagesson, Torbern
;
Brandt, Martin
;
Wang, Lanhui
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/03/15
Trend detection
Physiological phenology
Structural phenology
SOS
Snow cover
Tibetan Plateau
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
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