Elements for developing an operational hidrology using remote sensing: bare soil

Authors

DOI:

https://doi.org/10.24850/j-tyca-2010-02-04

Keywords:

precipitation-runoff relationship, remote sensing, bare soil

Abstract

The use of remote sensing in hydrological applications has been limited and oriented to the estimation of the values of parameters of models with different complexities. Using the curve number paradigm for modeling the precipitation-runoff relationship, this paper presents the elements for developing an operational hydrology based only in spectral information of remote sensing for the case of bare soil. The moisture-reflectance relationship is analyzed and modeled using a simple relationship which was validated with field and laboratory data (reflectance measurements). The temporal evolution of soil moisture and reflectances are analyzed and modeled through linear segments in such a way that only one parameter is required, time to drying, for the complete characterization. The results of field experiments were used in order to validate the model proposal.

References

ALLEN, R.G., PEREIRA, L.S., RAES, D. and SMITH, M. Crop evapotranspiration: guidelines for computing crop requirements. Irrigation and Drainage Paper No. 56. Rome: FAO, 1998, 300 pp.

AMANO, E. and SALVUCCI, G.D. Detection and use of three signatures of soil-limited evaporation. Remote Sensing of Environment. Vol. 67, 1999, pp. 108-122. DOI: 10.1016/S0034-4257(98)00076-5

BAUMGARDNER, M.F., SILVA, L.F., BIEHL, L.L. and STONER, E.R. Reflectance properties of soils. Advances in Agronomy. Vol. 38, 1985, pp. 1-44. DOI: 10.1016/S0065-2113(08)60672-0

BECK, R.H., ROBINSON, B.F., MCFEE, W.W. and J.B. PETERSON. Spectral characteristics of soil moisture, organic carbon and clay content. LARS Technical Note 081176. University of Purdue, Indiana, 1975, pp. 91.

BRUTSAERT, W. and CHEN, D. Desorption of the two stages of drying of natural tallgrass prairie. Water Resources Research. Vol. 31, 1995, pp. 1305-1313. DOI: 10.1029/95WR00323

DUKE, C. and GUÉRIF, M. Crop reflectance estimate errors from the SAIL model due to spatial and temporal variability of canopy and soil characteristics. Remote Sensing of Environment. Vol. 66, 1998, pp. 286-297. DOI: 10.1016/S0034-4257(98)00062-5

GARDNER, W.R. and HILLEL, D.I. The relation of external evaporative conditions to the drying of soils. Journal of Geophysical Research. Vol. 67, 1962, pp. 4319-4325. DOI: 10.1029/JZ067i011p04319

IDSO, S.B., JACKSON, R.D., REGINATO, R.J., KIMBALL, B.A. and NAKAYAMA, F.S. The dependence of bare soil albedo on soil water content. Journal of Applied Meteorology. Vol. 14, 1975, pp. 109-113. DOI: 10.1175/1520-0450(1975)014<0109:TDOBSA>2.0.CO;2

IDSO, S.B., REGINATO, R.J., JACKSON, R.D., KIMBALL, B.A. AND NAKAYAMA, F.S. The three stages of drying of a field soil. Soil Science Society of America Proceedings. Vol. 3, 1974, pp. 831-837. DOI: 10.2136/sssaj1974.03615995003800050037x

JACKSON, R.D., IDSO, S.B. and REGINATO, R.J. Calculation of evaporation rates during the transition from energy-limiting to soil-limiting phases using albedo data. Water Resources Research. Vol. 12, 1976, pp. 23-36. DOI: 10.1029/WR012i001p00023

LOBELL, D.B. and ASNER, G.P. Moisture effects on soil reflectance. Soil Science Society of America Journal. Vol. 66, 2002, pp. 722-727. DOI: 10.2136/sssaj2002.7220

MAKKINK, G.F. Testing the Penman formula by means of lysimeters. Journal of the Institute of Water Engineering. Vol. 11, 1957, pp. 277-288.

MULLER, E. and DÉCAMPS, H. Modeling soil moisture-refletance. Remote Sensing of Environment. Vol. 76, 2000, pp. 173-180. DOI: 10.1016/S0034-4257(00)00198-X

NRCS. Part 630 Hydrology. National Engineering Handbook. Chapter 10 Estimation of direct runoff from storm rainfall. Natural Resources Conservation Service. United States Department of Agriculture. 210-VI-NEH, July, 2004.

NEITSCH, S.L., ARNOLD, J.G., KINIRY, J.R., WILLIAMS, J.R. and KING, K.W. Soil and water assessment tool theoretical documentation. Version 2000. TWRI Report TR-191. College Station, USA: Texas Water Resources Institute, 2002, 498 pp.

PALACIOS, L.A., PAZ, F., OROPEZA, J.L., FIGUEROA, B., MARTÍNEZ, M., ORTIZ, C.A. y GARCÍA, E. Clasificador genérico de objetos en imágenes ETM+. Agrociencia. Vol. 40, 2007, pp. 613-626.

PAZ, F. Mitos y falacias del método hidrológico del número de curva del SCS/NRCS. Agrociencia. Vol. 29, 2009, pp. 521-528.

PAZ, F., MARÍN, M.A., LÓPEZ, E., ZARCO, A., BOLAÑOS, M.A., OROPEZA, J.L., MARTÍNEZ, M., PALACIOS, E. y RUBIÑOS, E. Elementos para el desarrollo de una hidrología operacional con sensores remotos: mezcla suelo-vegetación. Ingeniería hidráulica en México. Vol. XXIV, núm. 2, abril-junio de 2009, pp. 69-80.

PRIESTLEY, C.H. and TAYLOR, R.J. On the assessment of surface heat flux and evaporation using large-scale parameters. Monthly Weather Review. Vol. 100, 1972, pp. 81-92. DOI: 10.1175/1520-0493(1972)100<0081:OTAOSH>2.3.CO;2

RALLISON, R.E. and MILLER, N. Past, present and future of SCS runoff procedure. Rainfall Runoff Relationship. Singh, V.P. (editor). Littleton, USA: Water Resources Publications, 1981, pp. 353-364.

RITCHIE, J.T. Model for predicting evaporation from a row crop with incomplete cover. Water Resources Research. Vol. 8, 1972, pp. 1204-1213. DOI: 10.1029/WR008i005p01204

ROSS, J. The radiation regime and architecture of plant stands. Norwell, USA: W. Junk, 1981, 391 pp. DOI: 10.1007/978-94-009-8647-3

SALVUCCI, G.D. Soil and moisture independent estimation of stage-two evaporation from potential evaporation and albedo or surface temperature. Water Resources Research. Vol. 33, 1997, pp. 111-122. DOI: 10.1029/96WR02858

SHARPLEY, A.N. and WILLIAMS, J.R. (editors). EPIC-Erosion/Productivity Impact Calculator. 1. Model documentation. USDA Technical Bulletin. No. 1768, 1990, 235 pp.

SCS. Section 4: Hidrology. Washington, D.C.: National Engineering Handbook, Soil Conservation Service, USDA, 1972.

WEIDONG, L., BARET, F., XINGFA, G., QINGXI, T., LANFEN, Z. and BING, Z. Relating soil surface moisture to reflectance. Remote Sensing of Environment. Vol. 81, 2002, pp. 238-246. DOI: 10.1016/S0034-4257(01)00347-9

Published

2010-05-15

How to Cite

Paz-Pellat, F., Marín-Sosa, M. I., López-Bautista, E., Zarco-Hidalgo, A., Bolaños-González, M. A., Oropeza-Mota, J. L., … Rubiños-Panta, E. (2010). Elements for developing an operational hidrology using remote sensing: bare soil. Tecnología Y Ciencias Del Agua, 1(2), 59–71. https://doi.org/10.24850/j-tyca-2010-02-04

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