Zhang, Z.; Xia, L.; Zhao, Z.; Zhao, F.; Hou, G.; Wu, S.; Sun, X.; Wu, S.; Yang, P.; Zha, Y. How Land Use Transitions Contribute to the Soil Organic Carbon Accumulation from 1990 to 2020. Remote Sens.2024, 16, 1308.
Zhang, Z.; Xia, L.; Zhao, Z.; Zhao, F.; Hou, G.; Wu, S.; Sun, X.; Wu, S.; Yang, P.; Zha, Y. How Land Use Transitions Contribute to the Soil Organic Carbon Accumulation from 1990 to 2020. Remote Sens. 2024, 16, 1308.
Zhang, Z.; Xia, L.; Zhao, Z.; Zhao, F.; Hou, G.; Wu, S.; Sun, X.; Wu, S.; Yang, P.; Zha, Y. How Land Use Transitions Contribute to the Soil Organic Carbon Accumulation from 1990 to 2020. Remote Sens.2024, 16, 1308.
Zhang, Z.; Xia, L.; Zhao, Z.; Zhao, F.; Hou, G.; Wu, S.; Sun, X.; Wu, S.; Yang, P.; Zha, Y. How Land Use Transitions Contribute to the Soil Organic Carbon Accumulation from 1990 to 2020. Remote Sens. 2024, 16, 1308.
Abstract
SOC stock (SOCS) changes caused by land use changes are still unclear, and understanding this response is essential for many environmental policies and land management practices. In this study, we investigated the temporal-spatial and vertical distribution characteristics of SOCS on the Western Sichuan Plateau (WSP) using the sparrow search algorithm-random forest regression (SSA-RFR) models with excellent model applicability and accuracy. The temporal-spatial varia-tions in the SOCS were modeled using 1080 soil samples and a set of nine environmental covariates. We analyzed the effect of land use changes on the SOCS on the WSP. The total SOCS increased by 18.03 Tg C from 1990 to 2020. The results of this study confirmed that the SOCS in the study area has increased significantly since 2010, with an increase of 27.88 Tg C compared to the total SOCS in 2010. We found that the spatial distribution of the SOCS increased from southeast to northwest, and the vertical distribution of the SOCS in the study area decreased with increasing soil depth. Forest and grassland are the main sources of SOCS, the total SOCS in the forest and grassland accounted for 37.53 and 59.39% of the total SOC pool in 2020, respectively. Expansion of the wetlands, forest, and grassland areas could increase SOCS in the study area.
Keywords
Soil organic carbon density; Soil organic carbon stocks; Land use change; Sparrow search algorithm; Alpine mountains region
Subject
Physical Sciences, Other
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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