Analysis on Spatial-temporal Changes of Cultivated Land Productivity in Jilin Province from 2000 to 2019 Based on EVI Time Series

被引:0
|
作者
Zhang, Chao [1 ,2 ]
Chen, Wanling [1 ]
Ma, Jiani [1 ]
Yun, Wenju [2 ]
Gao, Lulu [1 ]
Wang, Huan [1 ]
机构
[1] College of Land Science and Technology, China Agricultural University, Beijing,100083, China
[2] Key Laboratory for Agricultural Land Quality Monitoring and Control, Ministry of Natural Resources, Beijing,100035, China
关键词
Engines - Farms - Food supply - Grain (agricultural product) - Productivity - Radiometers - Remote sensing - Satellite imagery - Time series analysis;
D O I
10.6041/j.issn.1000-1298.2022.02.016
中图分类号
学科分类号
摘要
The spatiotemporal change characteristics of cultivated land productivity (CLP) are essential to ensure regional food security and promote the sustainable use of cultivated land resources. Jilin Province is an important major grain production area and commodity grain production base in China. If the cultivated land productivity level of Jilin Province over the past 20 years can be both quickly and fully reflected, it would be helpful to discover the potential of increasing production of this area. Based on the hypothesis that the EVImax was a proxy of cultivated land productivity, the moderate resolution imaging spectroradiometer (MODIS) data with 250 m spatial resolution and 16 d temporal resolution in Google Earth Engine (GEE) platform was used to calculate CLP in Jilin Province. The coefficient of variation method was used to study the stability of cultivated land productivity. The level of CLP was explored by using the EVImax mean from 2000 to 2019, and the changing trend and amplitude of CLP was analyzed in study period by using both Theil-Sen median trend analysis and the Mann-Kendall (MK) test. The result of the trend and stability were integrated to acquire the level of CLP. Using time series remote sensing data to monitor regional crop growth and yield levels can objectively assess the productivity of cultivated land, and provide technical support for farmland construction and improvement of cultivated land quality. The results showed that the overall change amplitude was dominated by a slightly increasing trend. In cultivated land concentrated area, the change trend of productivity was better than that of broken cultivated land area in the east. The area with improvement of CLP accounted for 95.66%, mainly distributed in the central and northwestern of Jilin. The area with degradation of CLP accounted for 4.34%, mainly distributed in the southeast of Jilin or the surrounding of cities. The CLP level was generally high in the southeast and low in the northwest in cultivated land in Jilin, China. The area with the lowest productivity was located in the northwest of Jilin. The low-value areas of CLP were located in low-lying areas around towns and in low-lying areas where saline-alkali marshes were distributed in the northwest. High-value areas of CLP were concentrated in contiguous areas of farmland near rivers. In terms of the genesis of different landform types, volcanic lava landforms had the highest productivity of cultivated land, followed with flowing water landforms, wind-formed landforms and lacustrine landforms. The stability of CLP showed a trend of higher in southeast and lower in northwest. The productivity stability of paddy field was better than that of dryland and irrigated land. Therefore, the results indicated that time series remote sensing data can be used to objectively monitor the CLP. Different strategies of cultivated land protection and productivity promotion should be implemented in Jilin Province, such as stabilizing the eastern grain-producing areas, increasing the central grain production core area, and focusing on the western grain production reserve areas. © 2022, Chinese Society of Agricultural Machinery. All right reserved.
引用
收藏
页码:158 / 166
相关论文
共 50 条
  • [1] Spatial-temporal Statistics and Analysis of Rainfall in Jilin Province
    Li, Sha
    Shu, Hong
    Xu, Zhengquan
    [J]. COMPUTER SCIENCE FOR ENVIRONMENTAL ENGINEERING AND ECOINFORMATICS, PT 1, 2011, 158 : 255 - 261
  • [2] Study on the Spatial-temporal Variance of Land Ecological Security in Jilin Province
    Zhao, Hongbo
    Lv, Kewen
    Zheng, Hui
    Li, Linshan
    [J]. ADVANCES IN ENERGY SCIENCE AND EQUIPMENT ENGINEERING, 2015, : 1139 - 1144
  • [3] Analysis and Countermeasures of Spatial-Temporal Evolution of Cultivated Land Use in Liaoning Province
    Wang, Yu-Feng
    [J]. Dongbei Daxue Xuebao/Journal of Northeastern University, 2022, 43 (01): : 141 - 146
  • [4] Spatial-temporal variations of ecological vulnerability in Jilin Province (China), 2000 to 2018
    Zou, Taohong
    Chang, Yaxuan
    Chen, Peng
    Liu, Jiafu
    [J]. Ecological Indicators, 2021, 133
  • [5] Spatial-temporal variations of ecological vulnerability in Jilin Province (China), 2000 to 2018
    Zou, Taohong
    Chang, Yaxuan
    Chen, Peng
    Liu, Jiafu
    [J]. ECOLOGICAL INDICATORS, 2021, 133
  • [6] Analysis of Changes and Potential Characteristics of Cultivated Land Productivity Based on MODIS EVI: A Case Study of Jiangsu Province, China
    Xu, Weiyi
    Jin, Jiaxin
    Jin, Xiaobin
    Xiao, Yuanyuan
    Ren, Jie
    Liu, Jing
    Sun, Rui
    Zhou, Yinkang
    [J]. REMOTE SENSING, 2019, 11 (17)
  • [7] Spatial-temporal pattern of cultivated land productivity based on net primary productivity and analysis of influencing factors in the Songhua River basin
    Yang, Shiliang
    Bai, Yang
    Alatalo, Juha M.
    Wang, Huimin
    Tong, Jinping
    Liu, Gang
    Zhang, Fan
    Chen, Junyu
    [J]. LAND DEGRADATION & DEVELOPMENT, 2022, 33 (11) : 1917 - 1932
  • [8] Analysis of spatial-temporal variation of the saline-sodic soil in the west of Jilin Province from 1989 to 2019 and influencing factors
    Li, Xiaojie
    Li, Yingye
    Wang, Bin
    Sun, Yishan
    Cui, Geng
    Liang, Zhengwei
    [J]. CATENA, 2022, 217
  • [9] Spatial-Temporal Changes and Driving Factor Analysis of Net Ecosystem Productivity in Heilongjiang Province from 2010 to 2020
    Zhang, Hui
    He, Zhenghong
    Zhang, Liwen
    Cong, Rong
    Wei, Wantong
    [J]. LAND, 2024, 13 (08)
  • [10] Effects of urbanization on spatial-temporal changes of cultivated land in Bohai Rim region
    Wang, Yufeng
    [J]. ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY, 2023, 25 (08) : 8469 - 8486