4.7 Article

An L1-regularized variational approach for NDVI time-series reconstruction considering inter-annual seasonal similarity

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Environmental Sciences

Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion

Dong Chu et al.

Summary: This paper proposes an adaptive SpatioTemporal Tensor Completion method (ST-Tensor) for reconstructing long-term NDVI time series in cloud-prone regions, which makes full use of multi-dimensional spatio-temporal information. The method outperforms previous methods in addressing different types of missing data problems and tracking NDVI seasonal trajectories.

REMOTE SENSING OF ENVIRONMENT (2021)

Article Environmental Sciences

Optimal Estimate of Global Biome-Specific Parameter Settings to Reconstruct NDVI Time Series with the Harmonic ANalysis of Time Series (HANTS) Method

Jie Zhou et al.

Summary: The study systematically evaluated the reconstruction performance of the HANTS model under different parameter setting scenarios by simulating pixel-wise reference and noisy NDVI time series. Optimal settings were identified for different areas, while a unique setting for global reconstruction was also suggested. Internal improvements, such as dynamic weighting scheme and harmonic components, can further enhance the reconstruction performance.

REMOTE SENSING (2021)

Article Ecology

Climate-induced increase in terrestrial carbon storage in the Yangtze River Economic Belt

Fengxue Gu et al.

Summary: The study found that carbon storage in the Yangtze River Economic Belt has been increasing in the past few decades, and it is projected to continue to grow in the future under different scenarios. However, the SOC density in Western Sichuan may decrease, especially under the RCP8.5 scenario.

ECOLOGY AND EVOLUTION (2021)

Article Geography, Physical

Comparison of land surface phenology in the Northern Hemisphere based on AVHRR GIMMS3g and MODIS datasets

Jing Zhang et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2020)

Article Geography, Physical

A robust method for reconstructing global MODIS EVI time series on the Google Earth Engine

Dongdong Kong et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Article Environmental Sciences

Ecosystem services trade-offs and determinants in China's Yangtze River Economic Belt from 2000 to 2015

Xibao Xu et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2018)

Article Engineering, Electrical & Electronic

Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China

Xiaobin Guan et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Geography, Physical

Spring green-up date derived from GIMMS3g and SPOT-VGT NDVI of winter wheat cropland in the North China Plain

Zhengjia Liu et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data

Gang Yang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Environmental Sciences

Reconstruction of global MODIS NDVI time series: Performance of Harmonic ANalysis of Time Series (HANTS)

Jie Zhou et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

Peter M. Atkinson et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Geography, Physical

A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America

Clement Atzberger et al.

INTERNATIONAL JOURNAL OF DIGITAL EARTH (2011)

Article Environmental Sciences

Comparison of cloud-reconstruction methods for time series of composite NDVI data

Yves Julien et al.

REMOTE SENSING OF ENVIRONMENT (2010)

Review Environmental Sciences

North American vegetation dynamics observed with multi-resolution satellite data

Christopher S. R. Neigh et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article Environmental Sciences

Land-cover change detection using multi-temporal MODIS NDVI data

Ross S. Lunetta et al.

REMOTE SENSING OF ENVIRONMENT (2006)

Article Environmental Sciences

NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China

Shilong Piao et al.

GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS (2006)

Article Environmental Sciences

Improved monitoring of vegetation dynamics at very high latitudes: A new method using MODIS NDVI

PSA Beck et al.

REMOTE SENSING OF ENVIRONMENT (2006)

Article Computer Science, Interdisciplinary Applications

TIMESAT -: a program for analyzing time-series of satellite sensor data

P Jönsson et al.

COMPUTERS & GEOSCIENCES (2004)

Article Environmental Sciences

Overview of the radiometric and biophysical performance of the MODIS vegetation indices

A Huete et al.

REMOTE SENSING OF ENVIRONMENT (2002)

Article Geochemistry & Geophysics

Seasonality extraction by function fitting to time-series of satellite sensor data

P Jönsson et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2002)