A geogrid-based framework of agricultural zoning for planning and management of water & land resources: A case study of northwest arid region of China

被引:10
作者
Jiang Yun [1 ]
Zhang Qing-feng [2 ,3 ,4 ]
Zhao Xi-ning [3 ,4 ]
Li Wang [3 ,4 ]
Zhang Xiang [2 ,5 ]
机构
[1] Northwest A&F Univ, Dept Foreign Languages, Yangling 712100, Shaanxi, Peoples R China
[2] Northwest A&F Univ, Coll Nat Resources & Environm, Yangling 712100, Shaanxi, Peoples R China
[3] Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Peoples R China
[4] Minist Water Resources, Yangling 712100, Peoples R China
[5] Shaanxi Adm Surveying Mapping & Geoinformat, Xian 710054, Shaanxi, Peoples R China
关键词
Data-driven; Self-organizing feature maps; Factor-cluster analysis; GIS; Water & land resources; Agricultural zoning; CLIMATE VARIABILITY; REGIONALIZATION; AREA;
D O I
10.1016/j.ecolind.2017.12.022
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
Agricultural zoning is recognized as an effective approach to utilization of agricultural water & land resources (AWLR), especially in a large-scale region. The main objective of this work is to explore a new zoning method of classifying and dividing the AWLR of a larger area such as the Northwest Arid Region of China (NWAR). In this study, models of AWLR zoning of the NWAR were constructed. Data on 13 selected indicators were gathered from its 394 administrative counties, and processed and imported into 227100 Geogrid files. Then they were analyzed through four contradistinctive zoning approaches. And zoning results were tested and validated. The Geogrid-based PCA - SOFM scheme is the most effective, concise, and applicable. Finally, the NWAR was divided into 5 AWLR zones which were delineated according to the climate and geographic features and the administrative boundaries of counties or county-level districts. This work has established a novel methodological framework for AWLR zoning of a large-scale area.
引用
收藏
页码:874 / 879
页数:6
相关论文
共 35 条
  • [1] Classification of Regional Climate Variability in the State of California
    Abatzoglou, John T.
    Redmond, Kelly T.
    Edwards, Laura M.
    [J]. JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2009, 48 (08) : 1527 - 1541
  • [2] A comparative study of efficient initialization methods for the k-means clustering algorithm
    Celebi, M. Emre
    Kingravi, Hassan A.
    Vela, Patricio A.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (01) : 200 - 210
  • [3] Progress and prospects of climate change impacts on hydrology in the arid region of northwest China
    Chen, Yaning
    Li, Zhi
    Fan, Yuting
    Wang, Huaijun
    Deng, Haijun
    [J]. ENVIRONMENTAL RESEARCH, 2015, 139 : 11 - 19
  • [4] Optimal land and water resources allocation policies for sustainable irrigated agriculture
    Das, Biswadip
    Singh, Ajay
    Panda, Sudhindra N.
    Yasuda, Hiroshi
    [J]. LAND USE POLICY, 2015, 42 : 527 - 537
  • [5] What are the effects of Agro-Ecological Zones and land use region boundaries on land resource projection using the Global Change Assessment Model?
    Di Vittorio, Alan V.
    Kyle, Page
    Collins, William D.
    [J]. ENVIRONMENTAL MODELLING & SOFTWARE, 2016, 85 : 246 - 265
  • [6] Do JH, 2008, MOL CELLS, V25, P279
  • [7] Investigation and improvement of sensitivity computation using the area-fraction weighted fixed grid FEM and structural optimization
    Dunning, Peter D.
    Kim, H. Alicia
    Mullineux, Glen
    [J]. FINITE ELEMENTS IN ANALYSIS AND DESIGN, 2011, 47 (08) : 933 - 941
  • [8] Fovell RG, 1997, J CLIMATE, V10, P1405, DOI 10.1175/1520-0442(1997)010<1405:CCOUST>2.0.CO
  • [9] 2
  • [10] Gao Z. Y., 2006, Journal of Economics of Water Resources, V24, P36