How Land Use Transitions Contribute to the Soil Organic Carbon Accumulation from 1990 to 2020
文献类型: 外文期刊
作者: Zhang, Zihui 1 ; Xia, Lang 1 ; Zhao, Zifei 3 ; Zhao, Fen 1 ; Hou, Guanyu 4 ; Wu, Shixin 4 ; Sun, Xiao 1 ; Wu, Shangrong 1 ; Yang, Peng 1 ; Zha, Yan 1 ;
作者机构: 1.Chinese Acad Agr Sci, State Key Lab Efficient Utilizat Arid & Semiarid A, Inst Agr Resources & Reg Planning, Beijing 100081, Peoples R China
2.Chinese Acad Agr Sci, Inst Agr Resources & Reg Planning, Minist Agr & Rural Affairs, Key Lab Agr Remote Sensing, Beijing 100081, Peoples R China
3.Chinese Acad Sci, Key Lab Space Utilizat, Beijing 100091, Peoples R China
4.Chinese Acad Sci, Xinjiang Inst Ecol & Geog, State Key Lab Desert & Oasis Ecol, Urumqi 830011, Peoples R China
关键词: soil organic carbon density; soil organic carbon stocks; land use change; sparrow search algorithm; alpine mountains region
期刊名称:REMOTE SENSING ( 影响因子:5.0; 五年影响因子:5.6 )
ISSN:
年卷期: 2024 年 16 卷 7 期
页码:
收录情况: SCI
摘要: Soil organic carbon 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 the SOCS in 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 variations 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 in the WSP. The total SOCS increased by 18.03 Tg C from 1990 to 2020. The results of this study confirmed a significant increase in the SOCS in the study area since 2010. There was a 27.88 Tg C increase in the SOCS in 2020 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. Forests and grasslands are the main sources of SOCS the total SOCS in the forest and grassland accounted for 37.53 and 59.39% of the total soil organic carbon (SOC) pool in 2020, respectively. The expansion of the wetlands, forest, and grassland areas could increase the SOCS in the study area. A timely and accurate understanding of the dynamics of SOC is crucial for developing effective land management strategies to enhance carbon sequestration and mitigate land degradation.
- 相关文献
作者其他论文 更多>>
-
Trends in crop yield estimation via data assimilation based on multi-interdisciplinary analysis
作者:Cao, Hong;Zhao, Rongkun;Xia, Lang;Wu, Shangrong;Yang, Peng;Cao, Hong;Zhao, Rongkun;Xia, Lang;Wu, Shangrong;Yang, Peng
关键词:Yield simulation; Data assimilation; Remote sensing; Crop growth model; Crops
-
A Spectral Hierarchical Machine Learning for Predicting Arsenic Concentration in Farmland Soil Using Sentinel-2 Imagery
作者:Wang, Li;Wu, Shangrong;Xia, Lang;Zha, Yan;Yang, Peng;Wang, Li;Wu, Shangrong;Xia, Lang;Zha, Yan;Yang, Peng;Zhou, Yong;Zhou, Zehan
关键词:Soil; Metals; Predictive models; Feature extraction; Remote sensing; Biological system modeling; Radio frequency; Noise; Accuracy; Surfaces; Farmland soil; machine learning; multispectral image; soil arsenic; spectral hierarchization
-
Rapeseed Area Extraction Based on Time-Series Dual-Polarization Radar Vegetation Indices
作者:Zhu, Yiqing;Cao, Hong;Wu, Shangrong;Guo, Yongli;Song, Qian;Zhu, Yiqing;Cao, Hong;Wu, Shangrong;Song, Qian
关键词:polarization decomposition; radar vegetation index; crop distribution; Sentinel-1 data; rapeseed
-
PIGOME: An Integrated and Comprehensive Multi-omics Database for Pig Functional Genomics Studies
作者:Han, Guohao;Yang, Peng;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Han, Guohao;Yang, Peng;Zhang, Yongjin;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Han, Guohao;Yang, Peng;Zhang, Yongjin;Li, Qiaowei;Fan, Xinhao;Chen, Ruipu;Yan, Chao;Zeng, Mu;Yang, Yalan;Tang, Zhonglin;Yang, Peng;Tang, Zhonglin;Yang, Peng;Li, Qiaowei;Zeng, Mu
关键词:Pig; Multi-omics; Genome; Gene expression; Epigenetics; Database
-
Customized crop feature construction using genetic programming for early-and in-season crop mapping☆
作者:Wen, Caiyun;Lu, Miao;Xia, Lang;Sun, Jing;Shi, Yun;Wei, Yanbing;Wu, Wenbin;Lu, Miao;Bi, Ying;Bi, Ying
关键词:Remote Sensing; Crop mapping; Genetic Programming; Feature Construction; Customized feature
-
Deciphering the gastrointestinal fate of four heat-treated legume proteins: Focus on digestive characteristics and peptide profiles
作者:Feng, Qiqian;Lin, Jinquan;Ran, Hao;Zhao, Fen;Zhou, Sumei;Hou, Dianzhi;Yao, Yang;Sun, Yuanlin;Zhong, Fang
关键词:Legume proteins; In vitro digestion; Bioactive peptides
-
Iturin and fengycin lipopeptides inhibit pathogenic Fusarium by targeting multiple components of the cell membrane and their regulative effects in wheat
作者:Yuan, Qing-Song;Yang, Peng;Tabl, Karim M.;Guo, Mao-Wei;Zhang, Jing-Bo;Liao, Yu-Cai;He, Wei-Jie;Yuan, Qing-Song;Yang, Peng;Liu, Yi-Ke;Tabl, Karim M.;Guo, Mao-Wei;Wu, Ai-Bo;Huang, Tao
关键词:antagonism;
Fusarium graminearum ;Fusarium head blight; induced systemic resistance; iturin and fengycin lipopeptides; plant growth regulation



