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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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 |
work_keys_str_mv |
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