Pedotransfer functions to estimate soil water content at field capacity and permanent wilting point in hot Arid Western India

被引:46
作者
Santra, Priyabrata [1 ]
Kumar, Mahesh [1 ]
Kumawat, R. N. [1 ]
Painuli, D. K. [1 ]
Hati, K. M. [2 ]
Heuvelink, G. B. M. [3 ]
Batjes, N. H. [3 ]
机构
[1] ICAR Cent Arid Zone Res Inst CAZRI, Jodhpur 342003, Rajasthan, India
[2] ICAR Indian Inst Soil Sci ISSS, Bhopal 462001, India
[3] ISRIC World Soil Informat, Wageningen, Netherlands
关键词
Soil water retention; dry lands; western India; pedotransfer functions; soil moisture calculator; PEDO-TRANSFER FUNCTIONS; RETENTION CHARACTERISTICS; HYDRAULIC-PROPERTIES; NEAREST-NEIGHBOR; ORGANIC-MATTER; NEURAL-NETWORK; PREDICT; PARAMETERS; TEXTURE;
D O I
10.1007/s12040-018-0937-0
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Characterization of soil water retention, e.g., water content at field capacity (FC) and permanent wilting point (PWP) over a landscape plays a key role in efficient utilization of available scarce water resources in dry land agriculture; however, direct measurement thereof for multiple locations in the field is not always feasible. Therefore, pedotransfer functions (PTFs) were developed to estimate soil water retention at FC and PWP for dryland soils of India. A soil database available for Arid Western India (N=370) was used to develop PTFs. The developed PTFs were tested in two independent datasets from arid regions of India (N=36) and an arid region of USA (N=1789). While testing these PTFs using independent data from India, root mean square error (RMSE) was found to be 2.65 and 1.08 for FC and PWP, respectively, whereas for most of the tested 'established' PTFs, the RMSE was > 3.41 and > 1.15, respectively. Performance of the developed PTFs from the independent dataset from USA was comparable with estimates derived from 'established' PTFs. For wide applicability of the developed PTFs, a user-friendly soil moisture calculator was developed. The PTFs developed in this study may be quite useful to farmers for scheduling irrigation water as per soil type.
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页数:16
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  • [1] Pedotransfer functions for predicting the hydraulic properties of Indian soils
    Adhikary, Partha Pratim
    Chakraborty, Debashis
    Kalra, Naveen
    Sachdev, C. B.
    Patra, A. K.
    Kumar, Sanjeev
    Tomar, R. K.
    Chandna, Parvesh
    Raghav, Dhwani
    Agrawal, Khushboo
    Sehgal, Mukesh
    [J]. AUSTRALIAN JOURNAL OF SOIL RESEARCH, 2008, 46 (05): : 476 - 484
  • [2] Modeling soil hydraulic properties for a wide range of soil conditions
    Balland, Vincent
    Pollacco, Joseph A. P.
    Arp, Paul A.
    [J]. ECOLOGICAL MODELLING, 2008, 219 (3-4) : 300 - 316
  • [3] Effect of soil disturbance on pedotransfer function development for field capacity
    Bell, MA
    vanKeulen, H
    [J]. SOIL TECHNOLOGY, 1996, 8 (04): : 321 - 329
  • [4] Bhattacharya T, 2009, NBSS LUP PUBLICATION, V146
  • [5] Prediction of Water Retention of Soils from the Humid Tropics by the Nonparametric k-Nearest Neighbor Approach
    Botula, Yves-Dady
    Nemes, Attila
    Mafuka, Paul
    Van Ranst, Eric
    Cornelis, Wim M.
    [J]. VADOSE ZONE JOURNAL, 2013, 12 (02)
  • [6] CAZRI, 2008, ANN REPORT
  • [7] Chakraborty D, 2011, INDIAN J AGR SCI, V81, P1030
  • [8] Evaluation of pedotransfer functions for predicting the soil moisture retention curve
    Cornelis, WM
    Ronsyn, J
    Van Meirvenne, M
    Hartmann, R
    [J]. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2001, 65 (03) : 638 - 648
  • [9] Global desertification: Drivers and feedbacks
    D'Odorico, Paolo
    Bhattachan, Abinash
    Davis, Kyle F.
    Ravi, Sujith
    Runyan, Christiane W.
    [J]. ADVANCES IN WATER RESOURCES, 2013, 51 : 326 - 344
  • [10] Gupta S.C., 2000, Fundamentals of mathematical statistics: A modern approach