Harmonizing legacy soil data for digital soil mapping in Indonesia

被引:35
|
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
  • [21] Landsat Spectral Data for Digital Soil Mapping
    Boettinger, J. L.
    Ramsey, R. D.
    Bodily, J. M.
    Cole, N. J.
    Kienast-Brown, S.
    Nield, S. J.
    Saunders, A. M.
    Stum, A. K.
    DIGITAL SOIL MAPPING WITH LIMITED DATA, 2008, : 193 - +
  • [22] Digital Soil Mapping as a Component of Data Renewal for Areas with Sparse Soil Data Infrastructures
    Rossiter, D. G.
    DIGITAL SOIL MAPPING WITH LIMITED DATA, 2008, : 69 - +
  • [23] Digital soil class mapping using legacy soil pro. le data: a comparison of a genetic algorithm and classification tree approach
    Nelson, M. A.
    Odeh, I. O. A.
    AUSTRALIAN JOURNAL OF SOIL RESEARCH, 2009, 47 (06): : 632 - 649
  • [24] Legacy data-based national-scale digital mapping of key soil properties in India
    Reddy, Nagarjuna N.
    Chakraborty, Poulamee
    Roy, Sourav
    Singh, Kanika
    Minasny, Budiman
    McBratney, Alex B.
    Biswas, Asim
    Das, Bhabani S.
    GEODERMA, 2021, 381
  • [25] Incorporating limited field operability and legacy soil samples in a hypercube sampling design for digital soil mapping
    Stumpf, Felix
    Schmidt, Karsten
    Behrens, Thorsten
    Schoenbrodt-Stitt, Sarah
    Buzzo, Giovanni
    Dumperth, Christian
    Wadoux, Alexandre
    Xiang, Wei
    Scholten, Thomas
    JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE, 2016, 179 (04) : 499 - 509
  • [26] Harmonization of legacy soil maps in North America: Status, trends, and implications for digital soil mapping efforts
    Thompson, J. A.
    Nauman, T. W.
    Odgers, N. P.
    Libohova, Z.
    Hempel, J. W.
    DIGITAL SOIL ASSESSMENTS AND BEYOND, 2012, : 97 - 102
  • [27] Digital Mapping of Key Static Soil Attributes of Tamil Nadu, India using Legacy Soil Information
    Kalaiselvi, B.
    Dharumarajan, S.
    Suputhra, Amar
    Lalitha, M.
    Vasundhara, R.
    Hegde, Rajendra
    Archana, K. V.
    JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA, 2024, 100 (04) : 561 - 571
  • [28] On digital soil mapping
    McBratney, AB
    Santos, MLM
    Minasny, B
    GEODERMA, 2003, 117 (1-2) : 3 - 52
  • [29] Data mining to infer soil-landscape relationships in digital soil mapping
    Crivelenti, Rafael Castro
    Coelho, Ricardo Marques
    Adami, Samuel Fernando
    de Medeiros Oliveira, Stanley Robson
    PESQUISA AGROPECUARIA BRASILEIRA, 2009, 44 (12) : 1707 - 1715
  • [30] Comparing the use of training data derived from legacy soil pits and soil survey polygons for mapping soil classes
    Heung, Brandon
    Hodul, Matus
    Schmidt, Margaret G.
    GEODERMA, 2017, 290 : 51 - 68