A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region

Fractional covers of photosynthetic and non-photosynthetic vegetation are key indicators for land degradation surveillance in the dryland of China. However, there are no available, well validated, and multispectral-based products. Aiming for this, we selected the Beijing and Tianjin Sandstorm Source...

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Main Authors: Xiaosong Li, Zengyuan Li, Cuicui Ji, Hongyan Wang, Bin Sun, Bo Wu, Zhihai Gao
Format: Article
Language:English
Published: MDPI AG 2017-08-01
Series:Data
Subjects:
Online Access:https://www.mdpi.com/2306-5729/2/3/27
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spelling doaj-3d6efe2511ea4902aacd1695b2f92c1b2020-11-24T20:41:32ZengMDPI AGData2306-57292017-08-01232710.3390/data2030027data2030027A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source RegionXiaosong Li0Zengyuan Li1Cuicui Ji2Hongyan Wang3Bin Sun4Bo Wu5Zhihai Gao6Key Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaInstitute of Forest Resources Information Technique, Chinese Academy of Forestry, Beijing 100091, ChinaKey Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaKey Laboratory of Digital Earth Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing 100094, ChinaInstitute of Forest Resources Information Technique, Chinese Academy of Forestry, Beijing 100091, ChinaInstitute of Desertification Research, Chinese Academy of Forestry, Beijing 100091, ChinaInstitute of Forest Resources Information Technique, Chinese Academy of Forestry, Beijing 100091, ChinaFractional covers of photosynthetic and non-photosynthetic vegetation are key indicators for land degradation surveillance in the dryland of China. However, there are no available, well validated, and multispectral-based products. Aiming for this, we selected the Beijing and Tianjin Sandstorm Source Region as the study area, and utilized the linear spectral mixture model for generating the fractional cover of PV, NPV, and bare soil, with endmember spectra retrieved from the field measured endmember spectral library, based on the MODIS NBAR data from 2001 to 2015. The unmixing results were validated through comparison with the field samples. The results show the method adopted could acquire rational and accurate estimation of fractional cover of photosynthetic vegetation (R2 = 0.6297, RMSE = 0.2443) and non-photosynthetic vegetation (R2 = 0.3747, RMSE = 0.2568). The dataset could provide key data support for the users in land degradation surveillance fields.https://www.mdpi.com/2306-5729/2/3/27non-photosynthetic vegetationland degradation surveillancelinear spectral mixture modelendmemberMODIS NBAR
collection DOAJ
language English
format Article
sources DOAJ
author Xiaosong Li
Zengyuan Li
Cuicui Ji
Hongyan Wang
Bin Sun
Bo Wu
Zhihai Gao
spellingShingle Xiaosong Li
Zengyuan Li
Cuicui Ji
Hongyan Wang
Bin Sun
Bo Wu
Zhihai Gao
A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
Data
non-photosynthetic vegetation
land degradation surveillance
linear spectral mixture model
endmember
MODIS NBAR
author_facet Xiaosong Li
Zengyuan Li
Cuicui Ji
Hongyan Wang
Bin Sun
Bo Wu
Zhihai Gao
author_sort Xiaosong Li
title A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
title_short A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
title_full A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
title_fullStr A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
title_full_unstemmed A 2001–2015 Archive of Fractional Cover of Photosynthetic and Non-Photosynthetic Vegetation for Beijing and Tianjin Sandstorm Source Region
title_sort 2001–2015 archive of fractional cover of photosynthetic and non-photosynthetic vegetation for beijing and tianjin sandstorm source region
publisher MDPI AG
series Data
issn 2306-5729
publishDate 2017-08-01
description Fractional covers of photosynthetic and non-photosynthetic vegetation are key indicators for land degradation surveillance in the dryland of China. However, there are no available, well validated, and multispectral-based products. Aiming for this, we selected the Beijing and Tianjin Sandstorm Source Region as the study area, and utilized the linear spectral mixture model for generating the fractional cover of PV, NPV, and bare soil, with endmember spectra retrieved from the field measured endmember spectral library, based on the MODIS NBAR data from 2001 to 2015. The unmixing results were validated through comparison with the field samples. The results show the method adopted could acquire rational and accurate estimation of fractional cover of photosynthetic vegetation (R2 = 0.6297, RMSE = 0.2443) and non-photosynthetic vegetation (R2 = 0.3747, RMSE = 0.2568). The dataset could provide key data support for the users in land degradation surveillance fields.
topic non-photosynthetic vegetation
land degradation surveillance
linear spectral mixture model
endmember
MODIS NBAR
url https://www.mdpi.com/2306-5729/2/3/27
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