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Published October 2021 | Published + Supplemental Material
Journal Article Open

Satellite observed rapid green fodder expansion in northeastern Tibetan Plateau from 2010 to 2019

Abstract

The livestock product consumption per capita in China has almost doubled in the past three decades. The planting of green fodder has increased in the agropastoral ecotone of China to meet the increasing demand for livestock feed, and the green fodder expansion can have subsequent consequences on the environment. However, information on the area and distribution of green fodder is very limited. Here, we developed a pixel- and phenology-based algorithm to map green fodder and track its dynamics in the northeastern Tibetan Plateau, a typical alpine pasture region in China, using all the available Landsat images and Google Earth Engine (GEE). We developed a simple approach for the rapid identification of green fodder fields by using a new green fodder index that considers the unique phenology of green fodder, which has higher greenness and water content in the late growing season than other vegetation. A total of 858 Landsat images were used to generate green fodder maps in northeastern Tibetan Plateau (including Zeku, Guinan, and Tongde Counties) in three periods (circa 2010, 2015, and 2019). The overall accuracies of our green fodder maps were 93–97% and the Matthews correlation coefficients were 0.76–0.83. We found a rapid expansion of green fodder from 16.3 km² in 2010 to 136.1 km² in 2019. Newly cultivated green fodder occurred in both existing croplands and natural grasslands. Our study demonstrated the potential of the phenology-based approach, all the available Landsat images, and GEE for tracing the historical dynamics of green fodder at 30-m resolution in alpine regions. Our findings advance our understanding of changes in forage area, production, the supply–demand gap, and the ecological and climatic consequences of green fodder expansion.

Additional Information

© 2021 The Authors. Published by Elsevier Under a Creative Commons license - Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) Received 4 March 2021, Revised 4 June 2021, Accepted 8 June 2021, Available online 17 June 2021. This work was supported by the Second Tibetan Plateau of Scientific Expedition and Research Program (2019QZKK0608), the Key Research Program of Frontier Sciences, the Chinese Academy of Sciences (QYZDB-SSW-DQC005), and the 2115 Talent Development Program of China Agricultural University. We thank Prof. Jinwei Dong for his valuable comments in the earlier versions of the manuscript. CRediT authorship contribution statement Tong Yang: Conceptualization, Methodology, Writing - Original Draft, Software, Data Curation, Visualization. Geli Zhang: Conceptualization, Writing - review & editing, Supervision, Funding acquisition. Yuzhe Li: Investigation, Writing - Review & Editing. Jiangwen Fan: Conceptualization, Writing - Review & Editing. Danfeng Sun: Writing - Review & Editing. Jie Wang: Writing - Review & Editing. Yuanyuan Di: Investigation, Writing - Review & Editing. Nanshan You: Software, Data curation, Writing - Review & Editing. Ruoqi Liu: Writing - Review & Editing. Qiang Zhang: Writing - Review & Editing. Russell B. Doughty: Writing - Review & Editing. The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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Additional details

Created:
August 22, 2023
Modified:
October 23, 2023