Monthly calibration of Hargreaves–Samani equation using remote sensing and topoclimatology in central-southern Chile

International Journal of Remote Sensing

Volumn 38, Issue 24, 2017, Pages 7497-7513

  Morales Salinas, Luis ^a   Ortega Farías, Samuel ^b   Riveros Burgos, Camilo ^b   Neira Román, José ^a,c   Carrasco Benavides, Marcos ^d   López Olivari, Rafael ^e  

^a UNIVERSITY OF CHILE   (Chile)

^b UNIVERSIDAD DE TALCA   (Chile)

^c Centro de Estudios Avanzados en Fruticultura (CEAF)   (Chile)

^d UNIVERSIDAD CATÓLICA DEL MAULE   (Chile)

^e INSTITUTO DE INVESTIGACIONES AGROPECUARIAS   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

GEOMORPHOLOGY; RADIOMETERS; REMOTE SENSING; WIND;

DIGITAL ELEVATION MODEL; GEOGRAPHICAL WEIGHTED REGRESSIONS; IRRIGATION SCHEDULING; METEOROLOGICAL STATION; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER; REFERENCE EVAPOTRANSPIRATION; SHUTTLE RADAR TOPOGRAPHY MISSION; SOLAR RADIATION DATA;

CALIBRATION;

CALIBRATION; CLIMATOLOGY; DIGITAL ELEVATION MODEL; EVAPOTRANSPIRATION; MODIS; PENMAN-MONTEITH EQUATION; REMOTE SENSING; SPATIAL DISTRIBUTION;

CHILE; MAULE;

EID: 85019673209     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2017.1323287     Document Type: Article

References (60)

1. Aburto Schweitzer, C., 2007. “Elaboración de un modelo de estimación de la distribución espacial de la radiación solar global mensual para Chile Central.” Ph.D. thesis. Universidad de Chile. Chile.
2. Allen, R., 1996. “Assessing Integrity of Weather Data for Reference Evapotranspiration Estimation.” Journal of Irrigation and Drainage Engineering 122 (April): 97–106. doi:10.1061/(ASCE)0733-9437(1996)122:2(97).
3. Allen, R. G., L. S., Pereira, D., Raes, and M., Smith. 1998. “Crop Evapotranspiration-Guidelines for Computing Crop Water Requirements–FAO Irrigation and Drainage Paper 56.” FAO, Rome 300: 6541.
4. Almorox, J., V., Elisei, M. E., Aguirre, and M., Commegna. 2012. “Calibration of Hargreaves Model to Estimate Reference Evapotranspiration in Coronel Dorrego, Argentina.” Revista De La Facultad De Ciencias Agrarias, Universidad Nacional De Cuyo 44 (1): 101–109.
5. Ambast, S. K., A. K., Keshari, and A. K., Gosain. 2002. “Satellite Remote Sensing to Support Management of Irrigation Systems: Concepts and Approaches.” Irrigation and Drainage 51 (1): 25–39. doi:10.1002/(ISSN)1531-0361.
6. Brunsdon, C., A. S., Fotheringham, and M. E., Charlton. 1996. “Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity.” Geographical Analysis 28 (4): 281–298. doi:10.1111/j.1538-4632.1996.tb00936.x.
7. Burnham, K. P., and D. R., Anderson. 1998. Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach. New York, NY: Springer-Verlag.
8. Cammalleri, C., G., Ciraolo, M., Minacapilli, and G., Rallo. 2013. “Evapotranspiration from an Olive Orchard Using Remote Sensing-Based Dual Crop Coefficient Approach.” Water Resources Management 27 (14): 4877–4895. doi:10.1007/s11269-013-0444-7.
9. Castillo, H., and F., Santibañez. 1981. “Evaluación De La Radiación Solar Global Y Luminosidad En Chile, 1: Calibración De Fórmulas Para Estimar Radiación Solar Global Diaria.” Agricultura Técnica (Chile) 41 (3): 145–152.
10. Draper, N. R., and H., Smith. 1981. Applied Regression Analysis. New York: John Wiley & Sons.
11. Droogers, P., and R. G., Allen. 2002. “Estimating Reference Evapotranspiration Under Inaccurate Data Conditions.” Irrigation and Drainage Systems 16 (1): 33–45. doi:10.1023/A:1015508322413.
12. Estévez, J., P., Gavilán, and A. P., García-Marín. 2011. “Data Validation Procedures in Agricultural Meteorology–A Prerequisite for Their Use.” Advances in Science and Research 6: 141–146. doi:10.5194/asr-6-141-2011.
13. Gao, X., S., Peng, J., Xu, S., Yang, and W., Wang. 2014. “Proper Methods and Its Calibration for Estimating Reference Evapotranspiration Using Limited Climatic Data in Southwestern China.” Archives of Agronomy and Soil Science 61 (3): 415–426. doi:10.1080/03650340.2014.933810.
14. Garreaud, R. D., 2009. “The Andes Climate and Weather.” Advances in Geosciences 22: 3–11. doi:10.5194/adgeo-22-3-2009.
15. Ghamarnia, H., V., Rezvani, E., Khodaei, and H., Mirzaei. 2011. “Time and Place Calibration of the Hargreaves Equation for Estimating Monthly Reference Evapotranspiration under Different Climatic Conditions.” Journal of Agricultural Science 4 (3): 111–122. doi:10.5539/jas.v4n3p111.
16. Hargreaves, G. H., 1989. “Accuracy of Estimated Reference Crop Evapotranspiration.” Journal of Irrigation and Drainage Engineering 115 (6): 1000–1007. doi:10.1061/(ASCE)0733-9437(1989)115:6(1000).
17. Hargreaves, G. H., and R. G., Allen. 2003. “History and Evaluation of Hargreaves Evapotranspiration Equation.” Journal of Irrigation and Drainage Engineering 129 (1): 53–63. doi:10.1061/(ASCE)0733-9437(2003)129:1(53).
18. Hargreaves, G. H., and Z. A., Samani. 1982. “Estimating Potential Evapotranspiration.” Journal of the Irrigation and Drainage Division 108 (3): 225–230.
19. Hargreaves, G. H., and Z. A., Samani. 1985. “Reference Crop Evapotranspiration from Temperature.” Applied Engineering in Agriculture 1 (2): 96–99. doi:10.13031/2013.26773.
20. Heydari, M. M., and M., Heydari. 2013. “Calibration of Hargreaves–Samani Equation for Estimating Reference Evapotranspiration in Semiarid and Arid Regions.” Archives of Agronomy and Soil Science 60 (5): 695–713. doi:10.1080/03650340.2013.808740.
21. Higham, D. J., 1992. “Monotonic Piecewise Cubic Interpolation, with Applications to ODE Plotting.” Journal of Computational and Applied Mathematics 39 (3): 287–294. doi:10.1016/0377-0427(92)90205-C.
22. Hong, S., V., Lakshmi, and E., Small. 2007. “Relationship between Vegetation Biophysical Properties and Surface Temperature Using Multisensor Satellite Data.” Journal of Climate 20 (22): 5593–5606. doi:10.1175/2007JCLI1294.1.
23. Iqbal, M., 1983. An Introduction to Solar Radiation. Canada: Academic Press.
24. Kra, E., 2014. “FAO-56 Penman-Monteith Daily Eto from Linear Regression Calibrated Hargreaves Equation with Wind.” International Journal of Agronomy 2014: 1–9. doi:10.1155/2014/402809.
25. Larraín, S., 2006. “El Agua En Chile: Entre Los Derechos Humanos Y Las Reglas Del Mercado.” Polis. Revista Latinoamericana, 14: 1–20.
26. Martinez, C., and M., Thepadia. 2009. “Estimating Reference Evapotranspiration with Minimum Data in Florida.” Journal of Irrigation and Drainage Engineering 136 (7): 494–501. doi:10.1061/(ASCE)IR.1943-4774.0000214.
27. Martínez-Cob, A., 1996. “Multivariate Geostatistical Analysis of Evapotranspiration and Precipitation in Mountainous Terrain.” Journal of Hydrology 174 (12): 19–35. doi:10.1016/0022-1694(95)02755-6.
28. Mendicino, G., and A., Senatore. 2013. “Regionalization of the Hargreaves Coefficient for the Assessment of Distributed Reference Evapotranspiration in Southern Italy.” Journal of Irrigation and Drainage Engineering 139 (5): 349–362. doi:10.1061/(ASCE)IR.1943-4774.0000547.
29. Meza, F., 2005. “Variability of Reference Evapotranspiration and Water Demands. Association to ENSO in the Maipo River Basin, Chile.” Global and Planetary Change 47 (2–4 SPEC. ISS.): 212–220. doi:10.1016/j.gloplacha.2004.10.013.
30. Meza, F., and E., Varas. 2000. “Estimation of Mean Monthly Solar Global Radiation as a Function of Temperature.” Agricultural and Forest Meteorology 100 (23): 231–241. doi:10.1016/S0168-1923(99)00090-8.
31. Miranda-Salas, M., and A. R., Condal. 2003. “Importancia Del Análisis Estadstico Exploratorio En El Proceso De Interpolación Espacial: Caso De Estudio Reserva Forestal Valdivia.” Bosque (Valdivia) 24 (2): 29–42. doi:10.4067/S0717-92002003000200004.
32. Morales-Salinas, L., 1997. “Evaluación y zonificación de riesgo de heladas mediante modelización topoclimática.” Unpublished doctoral dissertation. Universidad de Concepción. Chile.
33. Morales-Salinas, L., F., Canessa, C., Mattar, R., Orrego, and F., Matus. 2006. “Caracterización Y Zonificación Edáfica Y Climática De La Región De Coquimbo, Chile.” Revista De La Ciencia Del Suelo Y Nutrición Vegetal 6 (3): 52–74.
34. Morales-Salinas, L., G., Castellaro-Galdames, J. C., Parra, J., Espinosa, F., Lang-Tasso, N., Ojeda-Ojeda, and H., Soto-Vera. 2009. “Método De Generación De Cartografa Climática Usando Regresiones Con Pesos Geográficos.” Simiente 79 (1–2): 74–82.
35. Novoa, R., S., Villaseca, P., Del Canto, J., Rouanet, C., Sierra, and A., Del Pozo. 1989. Mapa Agroclimático De Chile. Santiago: Instituto de Investigaciones Agropectuarias.
36. Pérez, C., 2004. Técnicas De Análisis Multivariante De Datos. Aplicaciones Con SPSS. adrid: Pearson Education.
37. Qiyao, L., Y., Jingming, and F., Baopu. 1991. “A Method of Agrotopoclimatic Division and Its Practice in China.” International Journal of Climatology 11 (1): 85–96. doi:10.1002/joc.3370110107.
38. Rawlings, J. O., S. G., Pantula, and D. A., Dickey. 1998. Applied Regression Analysis: A Research Tool. New York, NY: Springer-Verlag.
39. Raziei, T., and L. S., Pereira. 2013. “Estimation of Eto with Hargreaves-Samani and FAO-PM Temperature Methods for a Wide Range of Climates in Iran.” Agricultural Water Management 121 (0): 1–18. doi:10.1016/j.agwat.2012.12.019.
40. Rivano, F., and J., Jara. 2005. “Estimación De La Evapotranspiración De Referencia En La Localidad De Remehue-Osorno, X Región.” Agro Sur 33 (2): 49–61. doi:10.4206/agrosur.
41. Sakamoto, Y., M., Ishiguro, and G., Kitagawa. 1986. Akaike Information Criterion Statistics. Dordrecht: D. Reidel.
42. Sánchez, M., and E., Chuvieco. 2000. “Estimación De La Evapotranspiración Del Cultivo De Referencia, ET0, a Partir De Imágenes NOAA-AVHRR.” Revista De Teledetección 14: 11–21.
43. Shahidian, S., R. P., Serralheiro, J. R., Serrano, and J. L., Teixeira. 2014. “Seasonal Climate Patterns and Their Influence on Calibration of the Hargreaves-Samani Equation.” Hydrological Sciences Journal 60 (6): 985–996. doi:10.1080/02626667.2014.938076.
44. Thepadia, M., and C., Martinez. 2012. “Regional Calibration of Solar Radiation and Reference Evapotranspiration Estimates with Minimal Data in Florida.” Journal of Irrigation and Drainage Engineering 138 (2): 111–119. doi:10.1061/(ASCE)IR.1943-4774.0000394.
45. Tomislav, H., H., Sierdsema, A., Radović, and A., Dilo. 2009. “Spatial Prediction of Species Distributions from Occurrence-Only Records: Combining Point Pattern Analysis, {ENFA} and Regression-Kriging.” Ecological Modelling 220 (24): 3499–3511. doi:10.1016/j.ecolmodel.2009.06.038.
46. Torres Hernández, A., and R., Vásquez Vásquez. 2013. “Prospección De La Estimación De La Evapotranspiración De Referencia, Bajo Las Condiciones Del Valle De Chaca, Arica-Chile.” Idesia (Arica) 31 (2): 25–29. doi:10.4067/S0718-34292013000200004.
47. Trajkovic, S., and S., Kolakovic. 2009. “Estimating Reference Evapotranspiration Using Limited Weather Data.” Journal of Irrigation and Drainage Engineering 135 (4): 443–449. doi:10.1061/(ASCE)IR.1943-4774.0000094.
48. Tucker, C. J., 1979. “Red and Photographic Infrared Linear Combinations for Monitoring Vegetation.” Remote Sensing of Environment 8 (2): 127–150. doi:10.1016/0034-4257(79)90013-0.
49. Uribe, J. M., R., Cabrera, A., De La Fuente, and M., Paneque. 2012. Atlas Bioclimático De Chile. Santiago: Universidad de Chile.
50. Valipour, M., 2014. “Use of Average Data of 181 Synoptic Stations for Estimation of Reference Crop Evapotranspiration by Temperature-Based Methods.” Water Resources Management 28 (12): 4237–4255. doi:10.1007/s11269-014-0741-9.
51. Valipour, M., 2015a. “Comparative Evaluation of Radiation-Based Methods for Estimation of Potential Evapotranspiration.” Journal of Hydrologic Engineering 20 (5): 1–14. doi:10.1061/(ASCE)HE.1943-5584.0001066.
52. Valipour, M., 2015b. “Evaluation of Radiation Methods to Study Potential Evapotranspiration of 31 Provinces.” Meteorology and Atmospheric Physics 127 (3): 289–303. doi:10.1007/s00703-014-0351-3.
53. Valipour, M., 2015c. “Importance of Solar Radiation, Temperature, Relative Humidity, and Wind Speed for Calculation of Reference Evapotranspiration.” Archives of Agronomy and Soil Science 61 (2): 239–255.
54. Valipour, M., 2015d. “Investigation of Valiantzas’ Evapotranspiration Equation in Iran.” Theoretical and Applied Climatology 121 (1): 267–278. doi:10.1007/s00704-014-1240-x.
55. Valipour, M., 2015e. “Study of Different Climatic Conditions to Assess the Role of Solar Radiation in Reference Crop Evapotranspiration Equations.” Archives of Agronomy and Soil Science 61 (5): 679–694. doi:10.1080/03650340.2014.941823.
56. Valipour, M., 2015f. “Temperature Analysis of Reference Evapotranspiration Models.” Meteorological Applications 22 (3): 385–394. doi:10.1002/met.1465.
57. Valipour, M., and S., Eslamian. 2014. “Analysis of Potential Evapotranspiration Using 11 Modified Temperature-Based Models.” International Journal of Hydrology Science and Technology 4 (3): 192–207. doi:10.1504/IJHST.2014.067733.
58. Vermote, E. F., and S. Y., Kotchenova. 2011. MOD09 (Surface Reflectance) Users Guide. Greenbelt: MODIS Land Surface Reflectance Science Computing Facility.
59. Vicente Serrano, S. M., S., Sánchez, and J. M., Cuadrat. 2003. “Comparative Analysis of Interpolation Methods in the Middle Ebro Valley (Spain): Application to Annual Precipitation and Temperature.” Climate Research 24 (2): 161–180. doi:10.3354/cr024161.
60. Westerhoff, R. S., 2015. “Using Uncertainty of Penman and Penman Monteith Methods in Combined Satellite and Ground-Based Evapotranspiration Estimates.” Remote Sensing of Environment 169: 102–112. doi:10.1016/j.rse.2015.07.021.