Harmonizing legacy soil data for digital soil mapping in Indonesia

被引:34
|
作者
Sulaeman, Yiyi [1 ]
Minasny, Budiman [2 ]
McBratney, Alex B. [2 ]
Sarwani, Muhrizal [1 ]
Sutandi, Atang [3 ]
机构
[1] Indonesian Ctr Agr Land Resource Res & Dev, Bogor, West Java, Indonesia
[2] Univ Sydney, Fac Agr Food & Nat Resource, Sydney, NSW 2006, Australia
[3] Bogor Agr Univ, Dept Soil Sci & Land Resource, Bogor, West Java, Indonesia
关键词
Legacy soil data; Equal-area spline depth function; Soil database; Soil assessment; GlobalSoilMap.net; CARBON; MAP;
D O I
10.1016/j.geoderma.2012.08.005
中图分类号
S15 [土壤学];
学科分类号
0903 ; 090301 ;
摘要
Soil legacy data are basic input data for digital soil mapping. Any monitoring of global soil change cannot be successful unless soil data availability and characterization at the national level are well understood. Spatial data infrastructure frequently hampers many developing countries to take advantage of their soil legacy data for digital soil mapping at the national and regional level. While the initial purpose for developing a soil database is to store survey data, it cannot be efficiently used to support quantitative, digital soil mapping and assessment. This paper aims to develop a prototype soil observation database for global soil mapping in Indonesia. We will outline the steps needed to prepare legacy data for digital soil mapping, and describe the challenges and the Indonesian responses. The steps cover (i) legacy data identification and collection, (ii) data selection, (iii) database development and population, (iv) data harmonization and display, and (v) dataset integration. Because of uncoordinated and poorly-defined soil databases, we have to resort to a pragmatic approach to build a new and simpler database to support mapping activities. Historical soil survey reports and soil maps were collected, scanned, and summarized. After various considerations, we decided to only use soil profile observations which have clear geographical coordinates. We designed a database for soil profile observations and implemented it at two levels: spatial site data and horizon data. Spatial site data includes site geographical coordinates and attributes, while horizon data includes soil physical and chemical properties. The depths of soil profile database entries were standardized using the equal-area spline. Soil legacy data management for supporting digital soil mapping and GlobalSoilMap.net project are then discussed. These steps and data management are found helpful in Indonesia and this experience may be useful for other countries having similar impediment. Crown Copyright (C) 2012 Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:77 / 85
页数:9
相关论文
共 50 条
  • [41] Digital Mapping of Soil Carbon
    Minasny, Budiman
    McBratney, Alex B.
    Malone, Brendan P.
    Wheeler, Ichsani
    [J]. ADVANCES IN AGRONOMY, VOL 118, 2013, 118 : 1 - 47
  • [42] Using Proximal Soil Sensors for Digital Soil Mapping
    Rossel, R. A. Viscarra
    McKenzie, N. J.
    Grundy, M. J.
    [J]. DIGITAL SOIL MAPPING: BRIDGING RESEARCH, ENVIRONMENTAL APPLICATION, AND OPERATION, 2010, 2 : 79 - 92
  • [43] Coping with imbalanced data problem in digital mapping of soil classes
    Sharififar, Amin
    Sarmadian, Fereydoon
    [J]. EUROPEAN JOURNAL OF SOIL SCIENCE, 2023, 74 (03)
  • [44] Digital Soil Mapping Technologies for Countries with Sparse Data Infrastructures
    Minasny, Budiman
    McBratney, Alex. B.
    Lark, R. Murray
    [J]. DIGITAL SOIL MAPPING WITH LIMITED DATA, 2008, : 15 - +
  • [45] Purposive Sampling for Digital Soil Mapping for Areas with Limited Data
    Zhu, A. Xing
    Yang, Lin
    Li, Baolin
    Qin, Chengzhi
    English, Edward
    Burt, James E.
    Zhou, Chenghu
    [J]. DIGITAL SOIL MAPPING WITH LIMITED DATA, 2008, : 233 - +
  • [46] DIGITAL SOIL MAPPING: STRATEGY FOR DATA PRE-PROCESSING
    Ten Caten, Alexandre
    Diniz Dalmolin, Ricardo Simao
    Chimelo Ruiz, Luis Fernando
    [J]. REVISTA BRASILEIRA DE CIENCIA DO SOLO, 2012, 36 (04): : 1083 - 1091
  • [47] Digital soil mapping of soil properties for Korean soils
    Hong, S. Y.
    Kim, Y. H.
    Han, K. H.
    Hyun, B. K.
    Zhang, Y. S.
    Song, K. C.
    Minasny, B.
    McBratney, A. B.
    [J]. DIGITAL SOIL ASSESSMENTS AND BEYOND, 2012, : 435 - 438
  • [48] Digital soil mapping: Strategy for data pre-processing
    ten Caten, Alexandre
    Diniz Dalmolin, Ricardo Simao
    Chimelo Ruiz, Luis Fernando
    Mendonca-Santos, Maria de Lourdes
    [J]. DIGITAL SOIL ASSESSMENTS AND BEYOND, 2012, : 193 - 196
  • [49] Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale
    Kerry, Ruth
    Goovaerts, Pierre
    Rawlins, Barry G.
    Marchant, Ben P.
    [J]. GEODERMA, 2012, 170 : 347 - 358
  • [50] Digital Soil Mapping of Soil Properties in the "Mar de Morros" Environment Using Spectral Data
    da Matta Campbell, Patricia Morals
    Fernandes Filho, Elpidio Inacio
    Francelino, Marcio Rocha
    Melo Dematte, Jose Alexandre
    Pereira, Marcos Gervasio
    Barbosa Guimaraes, Clecia Cristina
    da Silva Rodrigues Pinte, Luiz Alberto
    [J]. REVISTA BRASILEIRA DE CIENCIA DO SOLO, 2018, 42