Dynamic monitoring of cultivated land changes in loess mining areas based on time series remote sensing:a case of Dafosi Mining Area

被引:0
|
作者
Guo Q. [1 ]
Tang F. [1 ,2 ]
Ma T. [1 ]
Chai C. [1 ]
机构
[1] Institute of Mapping Science and Technology, Xi'an University of Science and Technology, Xi'an
[2] Key Laboratory of Coal Resources Exploration and Comprehensive Utilization, MLR, Xi'an
关键词
cultivated land; dynamic monito⁃ ring; mining subsidence; remote sensing inversion; temporal series vegetation index loess Plateau;
D O I
10.13199/j.cnki.cst.2021-0560
中图分类号
学科分类号
摘要
The western loess mining area is an important coal production base in my country. Large-scale coal mining subsidence has a sig⁃ nificant destructive effect on its cultivated land resources. However, there is currently a lack of quantitative monitoring and systematic re⁃ search on the changes in cultivated land caused by such mining. This article takes the Dafosi Coal Mine in the Loess Plateau as the re⁃ search area, The time series characteristics of the main crops in the mining area were analyzed through time series remote sensing images, and Landsat images and MODIS remote sensing images were combined with the enhanced adaptive reflectance spatio-temporal fusion mod⁃ el to construct a 30 m resolution NDVI time series data set in the study area, and use the S-G filtering method in the TIMESAT program package to smoothly reconstruct it. Combining multi-spectral remote sensing data and digital elevation models, Object-oriented combined with decision tree classification model is used to obtain time series data of farmland changes in the study area. Based on annual remote sensing data, according to the degree of coal mining disturbance, the monitoring area is divided into coal mining area, subsidence area, indi⁃ rect affected area, and non-mining affected area. By GIS spatial analysis techniques to analysis the temporal and spatial variation charac⁃ teristics of the reduced farmland area in the different mining-affected areas, the temporal and spatial distribution characteristics of cultivat⁃ ed land area changes in loess mining areas is revealed, and discusses the destruction of cultivated land and related effects of coal mining subsidence. The results show that the change of cultivated land in the study area is closely related to the mining of coal resources. With the advancement of coal mining, the area of cultivated land in the mining area is decreasing year by year, during the study period, with the lar⁃ gest decrease in the initial stage of coal mining. and there are differences in the reduction of cultivated land in the areas affected by differ⁃ ent coal mining disturbances, and the reduction gradually decreases as the distance from the Mine-out area is farther. The reduction of cul⁃ tivated land mainly occurs at the subsidence boundary and topographical changes. In addition, the production capacity of cultivated land and crop conditions in the goaf and subsidence areas have declined compared with before mining. While coal mining, human intervention and protection measures can alleviate the continuous reduction of cultivated land to a certain extent. which provides a reference for the sci⁃ entific utilization and protection of farmland resources in the coal mining area of the Loess Plateau. © 2022 by the Author(s).
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页码:215 / 223
页数:8
相关论文
共 21 条
  • [1] LEI Shaogang, BIAN Zhengfu, Research progress on the environment impacts from underground coal mining in arid western area of China [ J], Acta Ecologica Sinica, 34, 11, pp. 2837-2843, (2014)
  • [2] CAO Yingui, ZHANG Xiaoran, BAI Zhongke, Temporal spatial transformation characteristics of land use types in composite area of ore-agriculture-urban in Loess Area, Transactions of the Chi⁃ nese Society of Agricultural Engineering, 31, 7, pp. 238-246, (2015)
  • [3] ZHANG Ru, ZHANG Bei, REN Hongrui, Spatio - temporal dynamics analysis and its affecting factors of cropland loss in Xu⁃ angang MINING Area, Shanxi, China [ J ], Journal of Guangxi Normal University (Natural Science Edition), 36, 3, pp. 121-132, (2018)
  • [4] XU Zhanjun, ZHAO Simeng, WANG Peizhou, Et al., Evaluation of the impacts of coal mining on farmland quality in mine-agriculture regions in China, Transactions of the Chinese Society of Agri⁃ cultural Engineering, 36, 9, pp. 273-282, (2020)
  • [5] GUO Jiaxin, HU Zhenqi, YUAN Dongzhu, Et al., Dynamic evolu⁃ tion of cultivated land fragmentation in coal mining subsidence area of the lower yellow river basin: a case study of Jining City [ J ], Journal of China Coal Society, 46, 9, pp. 3039-3055, (2021)
  • [6] HAO Pengyu, TANG Huajun, CHEN Zhongxin, Et al., Early season crop type recognition based on historical EVI time series [ J], Transactions of the Chinese Society of Agricultural Engineering, 34, 13, pp. 179-186, (2018)
  • [7] CHEN Xiaolu, WANG Yanfang, Zhang Hongmei, Et al., Extraction method of irrigated arable land in Chahannur basin based on ES⁃ TARFM NDVI [ J], Chinese Journal of Eco - Agriculture, 29, 6, pp. 1105-1116, (2021)
  • [8] BI Yinli, GUO Chen, WANG Kun, Research progress of biological improvement of reclaimed soil in coal mining area [ J], Coal Science and Technology, 48, 4, pp. 52-59, (2020)
  • [9] WANG Qiangmin, DONG Shuning, WANG Hao, Influence of mining subsidence on soil water movement and Its regulation in blown-sand area of Western China, Journal of China Coal So⁃ ciety, 46, 5, pp. 1532-1540, (2021)
  • [10] YUAN Tao, NI Xuan, ZHOU Wei, Spatio - temporal effect for vegetation disturbance and delimition about scope of influence caused by coal mining: a case of Ningdong coal mine area, Earth Science Frontiers, 28, 4, pp. 110-117, (2021)