Effects of land conversion to cropland on soil organic carbon in montane soils of Northeast China from 1985 to 2020

被引:3
|
作者
Wang, Xiang [1 ,2 ]
Song, Kaishan [1 ]
Wang, Zongming [1 ]
Li, Sijia [1 ]
Shang, Yingxin [1 ]
Liu, Ge [1 ]
机构
[1] Chinese Acad Sci, Northeast Inst Geog & Agroecol, State Key Lab Black Soils Conservat & Utilizat, Changchun 130102, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
基金
中国国家自然科学基金;
关键词
Remote sensing; Probability hybrid model; Land covers; Mountainous areas; MATTER; PREDICTION; STOCKS; NIR; REGRESSION; DYNAMICS; NITROGEN;
D O I
10.1016/j.catena.2023.107691
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Soil organic carbon (SOC) plays important roles in soil ecological function, soil conservation, and the global carbon cycle. With the increase of population and food demand, more and more croplands were reclaimed in mountainous areas. However, land conversion to cropland can lead to evident changes of SOC. The innovation of this study was to quantify the changes of SOC for different land covers in montane soils. Eight hundred twenty-nine topsoil samples were collected from dryland in Northeast China, and each soil sample was collected at least 200 m off the road at every 5-10 km interval, and five sites were mixed as one soil sample. Landsat 8 images were acquired from the bare soil period, and land cover data for 1985-2020 were obtained from Yang and Huang (2021). The surface reflectance of the 829 topsoil samples (0-20 cm) was extracted from Landsat 8 images. Then, a SOC prediction hybrid model was built after k-means clustering based on measured SOC using the potassium dichromate heating method, and a probability hybrid model was developed for SOC mapping. Land conversion to cropland was assigned to eight periods (i.e., five-year intervals from 1985 to 2020) based on land cover data, and the conversion percentages of different land cover types to cropland were calculated. Seven mountainous sub-regions were selected in Northeast China based on distribution of cropland and mountains to analyze the effects of land conversion to cropland on SOC. Our study showed that (1) the hybrid model had a higher accuracy than the global model, and the hybrid model led to the R-2 of 0.77 and RMSE of 4.66 g kg(-1) for validation samples. (2) Land conversion to cropland was mainly from forest in the 1980 s (proportion of 67.13%) and from grassland after 2015 (proportion of 52.24%). (3) SOC decreases with an average rate of 0.30 g kg(-1) per five years from 1985 to 2020, and the slope of land conversion to cropland increases with an average rate of 0.35 degrees per five years from 1985 to 2020; (4) SOC of land conversion to cropland from forests decreased by 2.04 g kg(-1), and wetland has an evident decrease trend (decrease by 1.84 g kg(-1)) and an increasing trend from barren (increase by 4.07 g kg(-1)). Our results suggested that land conversion to cropland has a negative effect on SOC in montane soils and should control land conversion to cropland to protect natural resources.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Effects of Land Conversion on Soil Microbial Community Structure and Diversity in Songnen Plain, Northeast China
    Zhang, Tong
    Liu, Yufei
    Sui, Xin
    Frey, Beat
    Song, Fuqiang
    SUSTAINABILITY, 2022, 14 (17)
  • [32] Detailed global modelling of soil organic carbon in cropland, grassland and forest soils
    Morais, Tiago G.
    Teixeira, Ricardo F. M.
    Domingos, Tiago
    PLOS ONE, 2019, 14 (09):
  • [33] Soil organic carbon fraction accumulation and bacterial characteristics in curtilage soil: Effects of land conversion and land use
    Cao, Qingqing
    Liu, Bing
    Wu, Jinhang
    Zhang, Xu
    Ma, Wen
    Cui, Dongxu
    PLOS ONE, 2023, 18 (04):
  • [34] Soil organic carbon stock assessment for the different cropland land uses in Italy
    Tommaso Chiti
    Lorenzo Gardin
    Lucia Perugini
    Roberta Quaratino
    Francesco Primo Vaccari
    Franco Miglietta
    Riccardo Valentini
    Biology and Fertility of Soils, 2012, 48 : 9 - 17
  • [35] Changes in soil physical and hydraulic properties following the conversion of forest to cropland in the black soil region of Northeast China
    Li, Haiqiang
    Yao, Yufei
    Zhang, Xuejiao
    Zhu, Hansong
    Wei, Xiaorong
    CATENA, 2021, 198
  • [36] Do tillage and conversion of grassland to cropland always deplete soil organic carbon?
    Mukumbuta, Ikabongo
    Hatano, Ryusuke
    SOIL SCIENCE AND PLANT NUTRITION, 2020, 66 (01) : 76 - 83
  • [37] Soil organic carbon stock assessment for the different cropland land uses in Italy
    Chiti, Tommaso
    Gardin, Lorenzo
    Perugini, Lucia
    Quaratino, Roberta
    Vaccari, Francesco Primo
    Miglietta, Franco
    Valentini, Riccardo
    BIOLOGY AND FERTILITY OF SOILS, 2012, 48 (01) : 9 - 17
  • [38] Impact of wetland conversion to cropland on ecosystem carbon budget and greenhouse gas emissions in Northeast China
    Li, Junjie
    Yuan, Junji
    Dong, Yanhong
    Liu, Deyan
    Zheng, Huijie
    Ding, Weixin
    AGRICULTURAL AND FOREST METEOROLOGY, 2025, 360
  • [39] Soil organic carbon storage following conversion from cropland to grassland on sites differing in soil drainage and erosion history
    Auerswald, Karl
    Fiener, Peter
    SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 661 : 481 - 491
  • [40] Land use effects on organic carbon storage in soils of Bavaria: The importance of soil types
    Wiesmeier, Martin
    von Luetzow, Margit
    Spoerlein, Peter
    Geuss, Uwe
    Hangen, Edzard
    Reischl, Arthur
    Schilling, Bernd
    Koegel-Knabner, Ingrid
    SOIL & TILLAGE RESEARCH, 2015, 146 : 296 - 302