HISTORICAL EVOLUTION OF ET
|
|
- Flora Carroll
- 5 years ago
- Views:
Transcription
1 HISTORICAL EVOLUTION OF ET ESTIMATING METHODS A Century of Progress by Marvin E. Jensen 12 Mar 2010 ARS/CSU ET Workshop 1
2 INTRODUCTION This a partial condensation of a previous paper: Jensen & Allen (2000), 2000 ASAE National Irrig. Symposium it includes developments since 2000 In this paper, I also place more emphasis on my involvement reviewing old docs, early est methods, and current literature added pictures of key personnel methods based on theory and European methods dissemination and adoption of new U.S. estimating methods new models based on satellite imagery (SEBAL and METRIC) development of the ASCE Manual 70, FAO 56, the ASCE Standardized Reference ET Equation, and the 2 nd edition of ASCE Manual Mar 2010 ARS/CSU ET Workshop 2
3 EARLY ESTIMATING METHODS Early need for ET estimates Early estimating methods initially, estimates were only for seasonal estimates then estimates were made for monthly periods Mean air temperature was the primary weather variable, or temperature above 32 F Secondary variables were: relative humidity percent of daylight hours 12 Mar 2010 ARS/CSU ET Workshop 3
4 EARLY IRRIGATION STUDIES Irrigationdevelopment began the mid 1800s deliveries to farms varied widely and exceeded CU over irrigation wasthe first and most serious mistake made by early settlers (Buffam, 1892) Irrigation investigations began around 1900 Duty of Water measurements were made involving water delivered to canals and water delivered to farms units were acres per 1 cfs, or depth applied 12 Mar 2010 ARS/CSU ET Workshop 4
5 RESULTS OF MY EARLY WORK My involvement began in1960 monthly k values From about 100 values for full crop cover, ET p = ( T 0.37) R s approximated ET from a crop like alfalfa 1962 preliminary report, estimating ET from R s Publication Jensen and Haise (1963), objective encourage engineers, soil scientists and agronomists to begin thinking about solar energy as a primary variable in estimating ET (and to motivate) rather than only air temp 12 Mar 2010 ARS/CSU ET Workshop 5
6 EARLY WATER USE STUDIES 1897Joint USDA Exp. Stn investigations started and continued under various departments investigations were transferred to SCS in measurements of Duty of water acres that could be irrigated with a constant flow ordepth ofwater applied at the farm turnout, it was called net duty of water Progress report, ASCE Duty of Water committee presented in 1927 by O.W. Israelson published in 1930 (Anonymous, 1930) 12 Mar 2010 ARS/CSU ET Workshop 6
7 EARLY TRANSPIRATION STUDIES 1902 USDABur Bur. ofplantindustryestablished Briggs, biophysicist, and Shantz, plant physiologist, conducted classicstudies studies in eastern Colorado from 1913 to 1916 they recognized dthat t solar radiation was the primary cause of cyclic changes in environmental factors developed hourly equations of T as a function of R s and temperature rise; and R s and VP deficit 12 Mar 2010 ARS/CSU ET Workshop 7
8 EARLY ESTIMATING METHODS 1924 Hedke proposed p a method based on heat available defined as degree days (temp x days) 1942 Blaney and Morin proposed a method based on meantemperature temperature, daylight hours and humidity 1942 Lowry and Johnson proposed a method based on maximum temperature above 32F 1948 Thornthwaite proposed a method based on mean monthly temperature. He recognized its limitations such as why PET at a given temperature is not the same everywhere 12 Mar 2010 ARS/CSU ET Workshop 8
9 Blaney Criddle Method Mostwidely known method (1945, 1950, 1952, 1962) up to the 1970s U = KF = kf k monthly CU coefficient based on temperature f = t p/100 where t = mean monthly temperature, t F, and p = mean monthly percent of annual daytime hours 12 Mar 2010 ARS/CSU ET Workshop 9
10 Harry F Blaney 1966 Receiving ASAE John Deere Medal dl 12 Mar 2010 ARS/CSU ET Workshop 10
11 ICID Vice President Mar 2010 ARS/CSU ET Workshop 11
12 Why Not R a instead of %DL? %DL/%DL(max) and Ra/Ra(max) degrees N Lat Ra % DL 12 Mar 2010 ARS/CSU ET Workshop 12
13 deg N Lat Ra % DL deg N Lat Ra % DL 12 Mar 2010 ARS/CSU ET Workshop 13
14 12 Mar 2010 ARS/CSU ET Workshop 14
15 12 Mar 2010 ARS/CSU ET Workshop 15
16 Transition Methods in the U.S. Temperature and solar radiation Jensen Haise (1963) ET alfalfa ref = (T f 0.37) R s (Western USA) Stephens and Steward (1963) ET grass ref = (T f 0.19) R s (Florida) Hargeaves and Samani (1985); Hargreaves et al. (1985) ET grassref = TD 0.5 (T c ) R a 12 Mar 2010 ARS/CSU ET Workshop 16
17 Methods Based on Theory The Bowen Ratio, BR (Bowen, 1926) (BR = ΔT/Δe ) Was used for estimate evaporation from water in the 1930s, but was not used to estimate ET from land until Penman (1948) Penman applied physics and [ET = (R n G)/(1 + BR)] the Bowen Ratio, energy balance along with the the rates of sensible heat and vapor transfer Penman laid the foundation for later development of improved estimating methods (Penman, 1948, 1956, and 1963) Surface resistance was addedto the Penman equation (Penman and Long 1960; Monteith 1965; & Rijtema 1965) Today, ET measurement methods include eddy covariance, boundary layer theory, remote sensing and energy balance or a combination of these methods 12 Mar 2010 ARS/CSU ET Workshop 17
18 Penman Equation (1948) E = (Δ R n + γ λ E a )/(Δ + γ) (Eq. 16) E = evaporation Δ = the slope of saturated vapor pressure curve γ = psychrometric constant R n = net radiation at crop surface λ = latent heat of vaporization E a was an empirical wind function (like Rohwer s (1931) equation 12 Mar 2010 ARS/CSU ET Workshop 18
19 Howard L Penman Pres., Royal Meteor. Soc Mar 2010 ARS/CSU ET Workshop 19
20 John L Monteith Pres., Royal Meteor. Soc Mar 2010 ARS/CSU ET Workshop 20
21 Other Estimating Methods The European uopea engineers ee sprogressed more oerapidly Makkink (1957) developed a formula for potential ET based on solar radiation & air temp Turc (1960, 61) developed a formula based on 10 day mean air temperature and solar radiation Rijtema (1958) a formula for individual crops using crop factors and length of growing season Olivier (1961), a formula for monthly CU using wet bulb depression and clear sky radiation factors Jensen (1968) proposed estimating ET using alfalfa ref x K c known as the two step process 12 Mar 2010 ARS/CSU ET Workshop 21
22 Some details of my involvement USDA SCS SCS Request to ARS USDA calculate crop coefficients for the B C formula Howard Haise and Harry Blaney solicited data from ARS researchers the calculated monthly coefficients varied widely I prepared a new questionnaire i basic soil water and climate data were requested criteria were established for screening the data new calculations, resulted in ~1000 ET rates for short time periods along with estimated solar radiation 12 Mar 2010 ARS/CSU ET Workshop 22
23 RESULTS From about 100 values of ET for full crop cover ET = (0.014 T 0.37) R s approximated ET from a crop with full cover like alfalfa with 30 to 50 cm ( in.) of growth A 1962 preliminary report, estimating ET from R s, prepared p for a workshop on estimating ET Publication by Jensen and Haise (1963) had as its objective to encourage (& motivate) engineers soil scientists and agronomiststo to consider solar energy as the primary variable controlling ET 12 Mar 2010 ARS/CSU ET Workshop 23
24 12 Mar 2010 ARS/CSU ET Workshop 24
25 Adopting & Disseminating New Estimating Methods Though g the physicist still has some problems he can solve by himself, much of his future contribution to understanding evaporation in agriculture must be in collaboration with the biologist and soil scientists (Penman, 1956) In 1966 we organized a conference of ET specialists in Chicago In 1966, I was also asked to chair the ASCE committee on Water Requirements New members were added to the ASCE WR committee Control members were Burman, U of Wyo; Collins, SCS; Gibbs, USBR; and Johnson, USGS Harry Blaney remained on the committee 12 Mar 2010 ARS/CSU ET Workshop 25
26 Dissemination Continued An ASCE report on CU was prepared p in 1973, it was widely distributed (Jensen ed. 1974) and was the start of ASCE Manual 70 (Jensen et al. 1990) I lftth left the committee for three years while serving on the ASCE I&D executive committee Committeemembers members continued work onthe manual In 1986 an ASCE Manual subcommittee was formed consisting of Allen, Burman, Blatchley, Jensen (chm), Johns, Stone and Wright, eventually resulting in the ASCE Manual 70 Evapotranspiration and Irrigation Water Requirements (Jensen et al. 1990) 12 Mar 2010 ARS/CSU ET Workshop 26
27 Dissemination Continued RickAllen published a detailed paper in the Agronomy Journal (Allen et al. 1989) FAO organized a consultation for revising FAO 24 Crop Water Requirements with participants from seven countries (Smith et al. 1991) (Allen, Jensen and Pruitt represented the U.S.) Draft copies of ASCE Manual 70 was a key reference at this 1990 conference 12 Mar 2010 ARS/CSU ET Workshop 27
28 12 Mar 2010 ARS/CSU ET Workshop 28
29 12 Mar 2010 ARS/CSU ET Workshop 29
30 12 Mar 2010 ARS/CSU ET Workshop 30
31 12 Mar 2010 ARS/CSU ET Workshop 31
32 12 Mar 2010 ARS/CSU ET Workshop 32
33 SATELLITE IMAGERY IMAGERY MODELS In thenetherlands Netherlands, the surface energy balance model for land was developed by Bastiaanssen et al. in 1998 (SEBAL) In the U.S., a model was developed by Allen et al. (2007) using some of the basic principles in SEBAL, called a model for Mapping Evapotranspiration at high Resolution using Internalized Calibration (METRIC) 12 Mar 2010 ARS/CSU ET Workshop 33
34 Reference Crop x Crop Coefficient Known as the etwo step method widely used Was proposed in 1968 with alfalfa as the ref crop Crop coefficient Similar to that proposed by Wijk and de Vries (1954) Results can be very robust requires judgment in selecting and applying crop coefficients Example: Comparison with SEBAL for IID for water year 1998, +2% all areas to +5% agr. land (Jensen & Walter 2002) 12 Mar 2010 ARS/CSU ET Workshop 34
35 Recent Methods The Irrigation Association requested the ASCE ET Committee to recommend a single procedure for est. reference ET in the U.S. An ASCE task committee developed such a procedure described in 2000 and published a report in 2005 (ASCE EWRI EWRI 2005) Remote sensing using satellite data (SEBAL and METRIC) Remote sensing used to estimate K c (grd, aircraft, satellite) procedures for estimating K c from ground cover and height expanded the FAO K c database (Allen and Pereira 2009) A one step estimating i method theory (Shuttleworth h 2006) was tested in Australia (Shuttleworth & Wallace 2009) Also known as Direct Penman Montheith method The 2 nd ed. of Manual 70 is nearing completion 12 Mar 2010 ARS/CSU ET Workshop 35
36 12 Mar 2010 ARS/CSU ET Workshop 36
37 SUMMARY AND CONCLUSIONS This brief presentation summarizes a century of progress in the development of modern methods of estimating seasonal, daily and hourly ET (Only two centuries ago Dalton first described the hydrologic cycle) Most of the progress in the U.S. was made during the last third of a century. ET is a complex process involving plants, soils, local weather such as wind speed and humidity, and solar and long wave radiation Many scientists and engineers were involved in the development of current, modern ET estimating technology My association with development process was a learning experience contacts with leading U.S & int l scientists and engineers was rewarding I have emphasized my involvement its been my work for the past 50 yrs I may have missed some recent developments I tried to highlight main items For a recent and more detailed review, see Farahani et al. (2007) (Photos follow, time permitting) i 12 Mar 2010 ARS/CSU ET Workshop 37
38 12 Mar 2010 ARS/CSU ET Workshop 38
39 12 Mar 2010 ARS/CSU ET Workshop 39
40 12 Mar 2010 ARS/CSU ET Workshop 40
41 12 Mar 2010 ARS/CSU ET Workshop 41
INTER-COMPARISON OF REFERENCE EVAPOTRANSPIRATION ESTIMATED USING SIX METHODS WITH DATA FROM FOUR CLIMATOLOGICAL STATIONS IN INDIA
INODUCTION The reference evapotranspiration is one of the most important things to consider for irrigation management to crops. Evapotranspiration (ET) is important to irrigation management because crop
More informationEvapotranspiration. Rabi H. Mohtar ABE 325
Evapotranspiration Rabi H. Mohtar ABE 325 Introduction What is it? Factors affecting it? Why we need to estimate it? Latent heat of vaporization: Liquid gas o Energy needed o Cooling process Saturation
More informationEvapotranspiration and Irrigation Water Requirements for Washington State
Evapotranspiration and Irrigation Water Requirements for Washington State R. Troy Peters, PE, PhD Extension Irrigation Specialist Washington State University Irrigated Ag. Research and Extension Cntr Prosser,
More informationPerformance of Two Temperature-Based Reference Evapotranspiration Models in the Mkoji Sub-Catchment in Tanzania
1 Performance of Two Temperature-Based Reference Evapotranspiration Models in the Mkoji Sub-Catchment in Tanzania Henry E. Igbadun 1, Henry F. Mahoo, Andrew K.P.R. Tarimo and Baanda A. Salim Department
More informationTemperature based ET Method Selection for Burdwan District in WB, INDIA
Temperature based ET Method Selection for Burdwan District in WB, INDIA Faruk Bin Poyen 1, Palash Kundu 2, Apurba Kumar Ghosh 1 1 Department of AEIE, UIT Burdwan University, Burdwan, India. 2 Department
More information5B.1 DEVELOPING A REFERENCE CROP EVAPOTRANSPIRATION CLIMATOLOGY FOR THE SOUTHEASTERN UNITED STATES USING THE FAO PENMAN-MONTEITH ESTIMATION TECHNIQUE
DEVELOPING A REFERENCE CROP EVAPOTRANSPIRATION CLIMATOLOGY FOR THE SOUTHEASTERN UNITED STATES USING THE FAO PENMAN-MONTEITH ESTIMATION TECHNIQUE Heather A. Dinon*, Ryan P. Boyles, and Gail G. Wilkerson
More informationResearch Note COMPUTER PROGRAM FOR ESTIMATING CROP EVAPOTRANSPIRATION IN PUERTO RICO 1,2. J. Agric. Univ. P.R. 89(1-2): (2005)
Research Note COMPUTER PROGRAM FOR ESTIMATING CROP EVAPOTRANSPIRATION IN PUERTO RICO 1,2 Eric W. Harmsen 3 and Antonio L. González-Pérez 4 J. Agric. Univ. P.R. 89(1-2):107-113 (2005) Estimates of crop
More informationCrop Evapotranspiration (ET) Estimation Models: A Review and Discussion of the Applicability and Limitations of ET Methods
Journal of Agricultural Science; Vol. 7, No. 6; 015 ISSN 1916-975 E-ISSN 1916-9760 Published by Canadian Center of Science and Education Crop Evapotranspiration (ET) Estimation Models: A Review and Discussion
More informationComparison of Different Evapotranspiration Estimation Techniques for Mohanpur, Nadia District, West Bengal
ISSN (e): 2250 3005 Volume, 07 Issue, 04 April 2017 International Journal of Computational Engineering Research (IJCER) Comparison of Different Evapotranspiration Estimation Techniques for Mohanpur, Nadia
More informationIndian Journal of Hill Farming
Content list available at http://epubs.icar.org.in, www.kiran.nic.in; ISSN: 0970-6429 Indian Journal of Hill Farming June 2016, Volume 29, Issue 1, Page 79-86 Evaluation of Methods for Estimation of Reference
More informationThe TexasET Network and Website User s Manual
The TexasET Network and Website http://texaset.tamu.edu User s Manual By Charles Swanson and Guy Fipps 1 September 2013 Texas AgriLIFE Extension Service Texas A&M System 1 Extension Program Specialist;
More informationRegional Precipitation and ET Patterns: Impacts on Agricultural Water Management
Regional Precipitation and ET Patterns: Impacts on Agricultural Water Management Christopher H. Hay, PhD, PE Ag. and Biosystems Engineering South Dakota State University 23 November 2010 Photo: USDA-ARS
More informationThe Colorado Climate Center at CSU. residents of the state through its threefold
The CoAgMet Network: Overview History and How It Overview, Works N l Doesken Nolan D k and d Wendy W d Ryan R Colorado Climate Center Colorado State University First -- A short background In 1973 the federal
More informationTHE ASCE STANDARDIZED REFERENCE EVAPOTRANSPIRATION EQUATION. Appendices A - F
THE ASCE STANDARDIZED REFERENCE EVAPOTRANSPIRATION EQUATION Appendices A - F Environmental and Water Resources Institute of the American Society of Civil Engineers Standardization of Reference Evapotranspiration
More informationEric. W. Harmsen Agricultural and Biosystems Engineering Department, University of Puerto Rico Mayaguez Campus
AN OPERATIONAL WATER AND ENERGY BALANCE ALGORITHM FOR PUERTO RICO Eric. W. Harmsen Agricultural and Biosystems Engineering Department, University of Puerto Rico Mayaguez Campus DÉCIMA REUNIÓN NACIONAL
More informationDetecting Trends in Evapotranspiration in Colorado
Detecting Trends in Evapotranspiration in Colorado W. Austin Clifford and Nolan J. Doesken Colorado Climate Center Department of Atmospheric Science Colorado State University Presented at Colorado Water
More informationAssessment of Reference Evapotranspiration by the Hargreaves Method in Southern Punjab Pakistan
Available online www.ejaet.com European Journal of Advances in Engineering and Technology, 17, (1): -7 esearch Article ISSN: 39-5X Assessment of eference Evapotranspiration by the Hargreaves Method in
More informationAppendix C. AMEC Evaluation of Zuni PPIW. Appendix C. Page C-1 of 34
AMEC s Independent Estimate of PPIW Crop Water Use Using the ASCE Standardized Reference Evapotranspiration via Gridded Meteorological Data, and Estimation of Crop Coefficients, and Net Annual Diversions
More informationEric. W. Harmsen 1, John Mecikalski 2, Vanessa Acaron 3 and Jayson Maldonado 3
Estimating Ground-Level Solar Radiation and Evapotranspiration In Puerto Rico Using Satellite Remote Sensing Eric. W. Harmsen 1, John Mecikalski 2, Vanessa Acaron 3 and Jayson Maldonado 3 1 Department
More informationMETRIC tm. Mapping Evapotranspiration at high Resolution with Internalized Calibration. Shifa Dinesh
METRIC tm Mapping Evapotranspiration at high Resolution with Internalized Calibration Shifa Dinesh Outline Introduction Background of METRIC tm Surface Energy Balance Image Processing Estimation of Energy
More informationUSGS Water Census Guidelines and Specifications for ET Remote Sensing
USGS Water Census Guidelines and Specifications for ET Remote Sensing U.S. Department of the Interior U.S. Geological Survey Guidelines and specifications Many prior and ongoing crop ET remote sensing
More informationThermal Crop Water Stress Indices
Page 1 of 12 Thermal Crop Water Stress Indices [Note: much of the introductory material in this section is from Jackson (1982).] The most established method for detecting crop water stress remotely is
More informationAtmospheric Sciences 321. Science of Climate. Lecture 14: Surface Energy Balance Chapter 4
Atmospheric Sciences 321 Science of Climate Lecture 14: Surface Energy Balance Chapter 4 Community Business Check the assignments HW #4 due Today, HW#5 is posted Quiz Today on Chapter 3, too. Mid Term
More informationVariability of Reference Evapotranspiration Across Nebraska
Know how. Know now. EC733 Variability of Reference Evapotranspiration Across Nebraska Suat Irmak, Extension Soil and Water Resources and Irrigation Specialist Kari E. Skaggs, Research Associate, Biological
More informationDifferentiation of computed sum of hourly and daily reference evapotranspiration in a semi-arid climate
P a g e Journal of Applied Research in Water and Wastewater () Original paper Differentiation of computed sum of hourly and daily reference evapotranspiration in a semiarid climate Bahram Bakhtiari,*,
More informationPromoting Rainwater Harvesting in Caribbean Small Island Developing States Water Availability Mapping for Grenada Preliminary findings
Promoting Rainwater Harvesting in Caribbean Small Island Developing States Water Availability Mapping for Grenada Preliminary findings National Workshop Pilot Project funded by The United Nations Environment
More informationAPPLICATION OF BACKPROPAGATION NEURAL NETWORK TO ESTIMATE EVAPOTRANSPIRATION FOR CHIANAN IRRIGATED AREA, TAIWAN
USCID Fourth International Conference 1253 APPLICATION OF BACKPROPAGATION NEURAL NETWORK TO ESTIMATE EVAPOTRANSPIRATION FOR CHIANAN IRRIGATED AREA, TAIWAN Sheng-Feng Kuo 1 Ming-Hua Tsai 2 Wei-Taw Lin 3
More informationEvaluation of Methodologies to Estimate Reference Evapotranspiration in Florida
Proc. Fla. State Hort. Soc. 123:189 195. 2010. Evaluation of Methodologies to Estimate Reference Evapotranspiration in Florida E.M. Gelcer 1, C.W. Fraisse* 1, and P.C. Sentelhas 2 1University of Florida,
More informationRemote sensing estimates of actual evapotranspiration in an irrigation district
Engineers Australia 29th Hydrology and Water Resources Symposium 21 23 February 2005, Canberra Remote sensing estimates of actual evapotranspiration in an irrigation district Cressida L. Department of
More information2. Irrigation. Key words: right amount at right time What if it s too little too late? Too much too often?
2. Irrigation Key words: right amount at right time What if it s too little too late? 2-1 Too much too often? To determine the timing and amount of irrigation, we need to calculate soil water balance.
More informationInt. J. of Sustainable Water & Environmental Systems Volume 8, No. 2 (2016)
Int. J. of Sustainable Water & Environmental Systems Volume 8, No. (6) -8 Modelling Daily Reference Evapotranspiration in Middle South Saurashtra Region of India for Monsoon Season using Dominant Meteorological
More informationROBUST EVAPORATION ESTIMATES: RESULTS FROM A COLLABORATIVE PROJECT
ROBUST EVAPORATION ESTIMATES: RESULTS FROM A COLLABORATIVE PROJECT MG MCGLINCHEY 1 AND NG INMAN-BAMBER 1 Swaziland Sugar Association Technical Services, Simunye, Swaziland CSIRO, Davies Lab, Townsville,
More informationCIMIS. California Irrigation Management Information System
CIMIS California Irrigation Management Information System What is CIMIS? A network of over 130 fully automated weather stations that collect weather data throughout California and provide estimates of
More informationBETWIXT Built EnvironmenT: Weather scenarios for investigation of Impacts and extremes. BETWIXT Technical Briefing Note 1 Version 2, February 2004
Building Knowledge for a Changing Climate BETWIXT Built EnvironmenT: Weather scenarios for investigation of Impacts and extremes BETWIXT Technical Briefing Note 1 Version 2, February 2004 THE CRU DAILY
More informationEstimating Summertime Evapotranspiration Across Indiana. Principal Investigators: Johnny Nykiel. Ryan Knutson. Jesse Steinweg-Woods
Estimating Summertime Evapotranspiration Across Indiana Principal Investigators: Johnny Nykiel Undergraduate Department of Earth and Atmospheric Science Ryan Knutson Undergraduate Department of Earth and
More informationThe Colorado Agricultural no Meteorological Network (CoAgMet) and Crop ET Reports
C R O P S E R I E S Irrigation Quick Facts The Colorado Agricultural no. 4.723 Meteorological Network (CoAgMet) and Crop ET Reports A.A. Andales, T. A. Bauder and N. J. Doesken 1 (10/09) CoAgMet is a network
More informationMcebisi M. Mkhwanazi 1, José L. Chávez Civil and Environmental Engineering Department, Colorado State University
Hydrology Days 2013 Mapping evapotranspiration with the remote sensing ET algorithms METRIC and SEBAL under advective and non-advective conditions: accuracy determination with weighing lysimeters Mcebisi
More informationOptimization of Blaney-Morin-Nigeria (BMN) model for estimating evapotranspiration in Enugu, Nigeria
Vol. 11(20), pp. 1842-1848, 19 May, 2016 DOI: 10.5897/AJAR2016.10969 Article Number: 69151DE58569 ISSN 1991-637X Copyright 2016 Author(s) retain the copyright of this article http://www.academicjournals.org/ajar
More informationEstimation of standardized reference evapotranspiration on the Canadian Prairies using simple models with limited weather data
Paper No. 05-054 Estimation of standardized reference evapotranspiration on the Canadian Prairies using simple models with limited weather data Charles Maulé 1, Warren Helgalson 2, Sean McGinn 3 and Herb
More informationIndices and Indicators for Drought Early Warning
Indices and Indicators for Drought Early Warning ADRIAN TROTMAN CHIEF, APPLIED METEOROLOGY AND CLIMATOLOGY CARIBBEAN INSTITUTE FOR METEOROLOGY AND HYDROLOGY IN COLLABORATION WITH THE NATIONAL DROUGHT MITIGATION
More informationEric. W. Harmsen 1, John Mecikalski 2, Pedro Tosado Cruz 1 Ariel Mercado Vargas 1
Estimating Evapotranspiration using Satellite Remote Sensing in Puerto Rico, Haiti and the Dominican Republic Eric. W. Harmsen 1, John Mecikalski 2, Pedro Tosado Cruz 1 Ariel Mercado Vargas 1 1. University
More informationEVAPORATION GEOG 405. Tom Giambelluca
EVAPORATION GEOG 405 Tom Giambelluca 1 Evaporation The change of phase of water from liquid to gas; the net vertical transport of water vapor from the surface to the atmosphere. 2 Definitions Evaporation:
More informationSoil Water Atmosphere Plant (SWAP) Model: I. INTRODUCTION AND THEORETICAL BACKGROUND
Soil Water Atmosphere Plant (SWAP) Model: I. INTRODUCTION AND THEORETICAL BACKGROUND Reinder A.Feddes Jos van Dam Joop Kroes Angel Utset, Main processes Rain fall / irrigation Transpiration Soil evaporation
More informationApplications/Users for Improved S2S Forecasts
Applications/Users for Improved S2S Forecasts Nolan Doesken Colorado Climate Center Colorado State University WSWC Precipitation Forecasting Workshop June 7-9, 2016 San Diego, CA First -- A short background
More informationEvapotranspiration forecast using SWAT model and weather forecast model
Evapotranspiration forecast using SWAT model and weather forecast model Pedro Chambel-Leitão (1), Carina Almeida (1), Eduardo Jauch (1), Rosa Trancoso (1), Ramiro Neves (1), José Chambel Leitão (2) (1)
More informationEstimating Evaporation : Principles, Assumptions and Myths. Raoul J. Granger, NWRI
Estimating Evaporation : Principles, Assumptions and Myths Raoul J. Granger, NWRI Evaporation So what is it anyways? Evaporation is the phenomenon by which a substance is converted from the liquid or solid
More information1. Abstract. Estimation of potential evapotranspiration with minimal data dependence. A.Tegos, N. Mamassis, D. Koutsoyiannis
European Geosciences Union General Assembly 29 Vienna, Austria, 19 24 April 29 Session HS5.3: Hydrological modelling. Adapting model complexity to the available data: Approaches to model parsimony Estimation
More informationHydrology Evaporation
Hydrology Evaporation Prof. Dr. Christoph Külls, Hydrology and Water Management, Laboratory for Hydrology www.fh-luebeck.de 2 Hydrologie Content 1. Introduction 2. Motivation 3. Basics 4. Measurement of
More informationEvaluation and generalization of temperature-based methods for calculating evaporation
HYDROLOGICAL PROCESSES Hydrol. Process. 15, 35 319 (21) Evaluation and generalization of temperature-based methods for calculating evaporation C.-Y. Xu 1 * and V. P. Singh 2 1 Department of Earth Sciences,
More informationA GROUND-BASED PROCEDURE FOR ESTIMATING LATENT HEAT ENERGY FLUXES 1 Eric Harmsen 2, Richard Díaz 3 and Javier Chaparro 3
A GROUND-BASED PROCEDURE FOR ESTIMATING LATENT HEAT ENERGY FLUXES 1 Eric Harmsen 2, Richard Díaz 3 and Javier Chaparro 3 1. This material is based on research supported by NOAA-CREST and NASA-EPSCoR (NCC5-595).
More informationGenerating reference evapotranspiration surfaces from the Hargreaves equation at watershed scale
Hydrol. Earth Syst. Sci., 15, 2495 258, 211 www.hydrol-earth-syst-sci.net/15/2495/211/ doi:1.5194/hess-15-2495-211 Author(s) 211. CC Attribution 3. License. Hydrology and Earth System Sciences Generating
More informationReview of ET o calculation methods and software
Climate change and Bio-energy Unit (NRCB) Review of ET o calculation methods and software Technical report Delobel François February 2009 1 Table of Content List of figure... 4 1. Introduction... 8 2.
More informationStandardized precipitation-evapotranspiration index (SPEI): Sensitivity to potential evapotranspiration model and parameters
Hydrology in a Changing World: Environmental and Human Dimensions Proceedings of FRIEND-Water 2014, Montpellier, France, October 2014 (IAHS Publ. 363, 2014). 367 Standardized precipitation-evapotranspiration
More informationS. J. Schymanski (Referee) 1 Summary
Hydrol. Earth Syst. Sci. Discuss., 9, C5863 C5874, 2012 www.hydrol-earth-syst-sci-discuss.net/9/c5863/2012/ Author(s) 2012. This work is distributed under the Creative Commons Attribute 3.0 License. Hydrology
More informationParameterization of land surface evaporation by means of location dependent potential evaporation and surface temperature range
Exchange Processes at the Land Surface for a Range of Space and Time Scales (Proceedings of the Yokohama Symposium, July 1993). IAHS Publ. no. 212, 1993. 561 Parameterization of land surface evaporation
More informationEvapotranspiration. Andy Black. CCRN Processes Workshop, Hamilton, ON, Sept Importance of evapotranspiration (E)
Evapotranspiration Andy Black CCRN Processes Workshop, Hamilton, ON, 12-13 Sept 213 Importance of evapotranspiration (E) This process is important in CCRN goals because 1. Major component of both terrestrial
More informationValidation of MODIS Data for Localized Spatio- Temporal Evapotranspiration Mapping
IOP Conference Series: Earth and Environmental Science OPEN ACCESS Validation of MODIS Data for Localized Spatio- Temporal Evapotranspiration Mapping To cite this article: M I Nadzri and M Hashim 2014
More informationEstimation of Wavelet Based Spatially Enhanced Evapotranspiration Using Energy Balance Approach
Estimation of Wavelet Based Spatially Enhanced Evapotranspiration Using Energy Balance Approach Dr.Gowri 1 Dr.Thirumalaivasan 2 1 Associate Professor, Jerusalem College of Engineering, Department of Civil
More informationEstimating Daily Evapotranspiration in Puerto Rico using Satellite Remote Sensing
Estimating Daily Evapotranspiration in Puerto Rico using Satellite Remote Sensing ERIC. W. HARMSEN 1, JOHN MECIKALSKI 2, MELVIN J. CARDONA-SOTO 3, ALEJANDRA ROJAS GONZALEZ 4 AND RAMÓN VASQUEZ 5 1 Department
More informationJustin Huntington, DRI Dan McEvoy, DRI, UNR
ACCURACY OF EVAPORATION AND ET MODELS FOR TAHOE NOW AND IN THE FUTURE Justin Huntington, DRI Dan McEvoy, DRI, UNR Introduction Open Water Evaporation Open water evaporation is one of the most difficult
More informationGEOG415 Mid-term Exam 110 minute February 27, 2003
GEOG415 Mid-term Exam 110 minute February 27, 2003 1 Name: ID: 1. The graph shows the relationship between air temperature and saturation vapor pressure. (a) Estimate the relative humidity of an air parcel
More informationPotential (Reference) and Actual Evapotranspiration Trends across U.S. High Plains in Relation to Irrigation Development and Climate Change
EXTENSION Know how. Know now. EC712 Potential (Reference) and Actual Evapotranspiration Trends across U.S. High Plains in Relation to Irrigation Development and Climate Change Suat Irmak, Extension Soil
More information"ESTIMATES OF POTENTIAL EVAPOTRANSPIRATION OVER THE STATE OF QATAR"
Engineering Journal of Qatar University, Vol. 2, 1989. "ESTMATES OF POTENTAL EVAPOTRANSPRATON OVER THE STATE OF QATAR" By Abdallah Sadik Bazaraa Department of Civil Engineering University of Qatar, Doha
More informationDependence of evaporation on meteorological variables at di erent time-scales and intercomparison of estimation methods
Hydrological Processes Hydrol. Process. 12, 429±442 (1998) Dependence of evaporation on meteorological variables at di erent time-scales and intercomparison of estimation methods C.-Y. Xu 1 and V.P. Singh
More informationEstimation of Solar Radiation at Ibadan, Nigeria
Journal of Emerging Trends in Engineering and Applied Sciences (JETEAS) 2 (4): 701-705 Scholarlink Research Institute Journals, 2011 (ISSN: 2141-7016) jeteas.scholarlinkresearch.org Journal of Emerging
More informationLecture 3A: Interception
3-1 GEOG415 Lecture 3A: Interception What is interception? Canopy interception (C) Litter interception (L) Interception ( I = C + L ) Precipitation (P) Throughfall (T) Stemflow (S) Net precipitation (R)
More informationEvaluation of Global Daily Reference ET Using Oklahoma s Environmental Monitoring Network MESONET
Water Resour Manage (2011) 25:1601 1613 DOI 10.1007/s11269-010-9763-0 Evaluation of Global Daily Reference ET Using Oklahoma s Environmental Monitoring Network MESONET Wenjuan Liu Yang Hong Sadiq Khan
More informationAN INTERNATIONAL SOLAR IRRADIANCE DATA INGEST SYSTEM FOR FORECASTING SOLAR POWER AND AGRICULTURAL CROP YIELDS
AN INTERNATIONAL SOLAR IRRADIANCE DATA INGEST SYSTEM FOR FORECASTING SOLAR POWER AND AGRICULTURAL CROP YIELDS James Hall JHTech PO Box 877 Divide, CO 80814 Email: jameshall@jhtech.com Jeffrey Hall JHTech
More informationAppendix B. Evaluation of Water Use for Zuni Tribe PPIW Appendix B AMEC Earth and Environmental
Appendix B AMEC s Independent Estimate of PPIW Crop Water Use Using the ASCE Standardized Reference Evapotranspiration via Direct Use of Weather Station Data, and Estimation of Crop Coefficients, and Net
More informationPackage Evapotranspiration
Version 1.12 Date 2017-10-26 Package Evapotranspiration October 28, 2017 Title Modelling Actual, Potential and Reference Crop Evapotranspiration Author Danlu Guo [aut, cre] ,
More informationForecasting Daily Reference Evapotranspiration for Shepparton, Victoria, Australia using Numerical Weather Prediction outputs
20th International Congress on Modelling and Simulation, Adelaide, Australia, 1 6 December 2013 www.mssanz.org.au/modsim2013 Forecasting Daily Reference Evapotranspiration for Shepparton, Victoria, Australia
More informationEvaluating Methods of Estimation and Modelling Spatial Distribution of Evapotranspiration in the Middle Heihe River Basin, China
American Journal of Environmental Sciences 1 (4): 278-285, 2005 ISSN 1553-345X 2005 Science Publications Evaluating Methods of Estimation and Modelling Spatial Distribution of Evapotranspiration in the
More informationEvapotranspiration Estimation for South Florida
Technical Paper EMA # 407 (for presentation and publication in a proceedings of the World Water and Environmental Resources Congress 2003, Symposium on Integrated Surface and Groundwater Modeling, ASCE
More informationEvaporation and Evapotranspiration
Evaporation and Evapotranspiration Wossenu Abtew Assefa Melesse Evaporation and Evapotranspiration Measurements and Estimations 123 Dr. Wossenu Abtew South Florida Water Management District West Palm
More informationSTANDARDIZED REFERENCE EVAPOTRANSPIRATION
STANDARDIZED REFERENCE EVAPOTRANSPIRATION A NEW PROCEDURE FOR ESTIMATING REFERENCE EVAPOTRANSPIRATION IN ARIZONA Introduction The Arizona Meteorological Network (AZMET) has provided daily values of reference
More informationSENSITIVITY ANALYSIS OF SELECTED METHODS FOR PREDICfING REFERENCE CROP EVAPOTRANSPIRATION INTRODUCTION
Pak. J. Agri. sa; Vol. 30, No.4, 1993 SENSITIVITY ANALYSIS OF SELECTED METHODS FOR PREDICfING REFERENCE CROP EVAPOTRANSPIRATION Muhammad Arif & Rainer Loof* Engineering Adaptive Research Farm, Karor; District
More informationMonitoring daily evapotranspiration in the Alps exploiting Sentinel-2 and meteorological data
Monitoring daily evapotranspiration in the Alps exploiting Sentinel-2 and meteorological data M. Castelli, S. Asam, A. Jacob, M. Zebisch, and C. Notarnicola Institute for Earth Observation, Eurac Research,
More informationModified Blaney-Criddle method an empirical approach to estimate potential evaporation using air temperature
Mine Closure 2009 A.B. Fourie, M. Tibbett (eds) 2009 Australian Centre for Geomechanics, Perth, ISBN 978-0-9804185-9-0 https://papers.acg.uwa.edu.au/p/908_35_zhan/ Modified Blaney-Criddle method an empirical
More informationTo: URGWOM Technical Team Members Date: March 30, 2017 Subject: Notes of March 9, 2017 URGWOM Technical Team Meeting
Memorandum DRAFT To: URGWOM Technical Team Members Date: March 30, 2017 Subject: Notes of March 9, 2017 URGWOM Technical Team Meeting These notes summarize the salient matters discussed at the March 9,
More informationTemperature-Based Feed-Forward Backpropagation Artificial Neural Network For Estimating Reference Crop Evapotranspiration In The Upper West Region
Temperature-Based Feed-Forward Backpropagation Artificial Neural Network For Estimating Reference Crop Evapotranspiration In The Upper West Region Ibrahim Denka Kariyama Abstract The potential of modeling
More information2003 Water Year Wrap-Up and Look Ahead
2003 Water Year Wrap-Up and Look Ahead Nolan Doesken Colorado Climate Center Prepared by Odie Bliss http://ccc.atmos.colostate.edu Colorado Average Annual Precipitation Map South Platte Average Precipitation
More informationWATER AND ENERGY BALANCE ESTIMATION IN PUERTO RICO USING SATELLITE REMOTE SENSING
WATER AND ENERGY BALANCE ESTIMATION IN PUERTO RICO USING SATELLITE REMOTE SENSING Eric. W. Harmsen, Ariel Mercado Vargas, Pedro Tosado Cruz, Jonellys M Maldonado Morales and Angel O. Ortiz Lozada OCTAVA
More informationCrop coefficients for cotton in northeastern Louisiana
Louisiana State University LSU Digital Commons LSU Master's Theses Graduate School 2009 Crop coefficients for cotton in northeastern Louisiana Sean Allen Hribal Louisiana State University and Agricultural
More informationContents. 1. Evaporation
Contents 1 Evaporation 1 1a Evaporation from Wet Surfaces................... 1 1b Evaporation from Wet Surfaces in the absence of Advection... 4 1c Bowen Ratio Method........................ 4 1d Potential
More informationGoogle Earth Engine METRIC (GEM) Application for Remote Sensing of Evapotranspiration
Google Earth Engine METRIC (GEM) Application for Remote Sensing of Evapotranspiration Nadya Alexander Sanchez, Quinn Hart, Justin Merz, and Nick Santos Center for Watershed Sciences University of California,
More informationPREDICTING DROUGHT VULNERABILITY IN THE MEDITERRANEAN
J.7 PREDICTING DROUGHT VULNERABILITY IN THE MEDITERRANEAN J. P. Palutikof and T. Holt Climatic Research Unit, University of East Anglia, Norwich, UK. INTRODUCTION Mediterranean water resources are under
More informationChesapeake Bay Remote Sensing Pilot Executive Briefing
Chesapeake Bay Remote Sensing Pilot Executive Briefing Introduction In his Executive Order 13506 in May 2009, President Obama stated The Chesapeake Bay is a national treasure constituting the largest estuary
More informationASSESSMENT OF DIFFERENT WATER STRESS INDICATORS BASED ON EUMETSAT LSA SAF PRODUCTS FOR DROUGHT MONITORING IN EUROPE
ASSESSMENT OF DIFFERENT WATER STRESS INDICATORS BASED ON EUMETSAT LSA SAF PRODUCTS FOR DROUGHT MONITORING IN EUROPE G. Sepulcre Canto, A. Singleton, J. Vogt European Commission, DG Joint Research Centre,
More informationNorth Carolina Climate July 2011
North Carolina Climate July 2011 Online: http://www.nc-climate.ncsu.edu/office/newsletters North Carolina Climate, the monthly newsletter of the State Climate Office of NC, covers a monthly climate summary
More informationEvaluation of SEBAL Model for Evapotranspiration Mapping in Iraq Using Remote Sensing and GIS
Evaluation of SEBAL Model for Evapotranspiration Mapping in Iraq Using Remote Sensing and GIS Hussein Sabah Jaber* Department of Civil Engineering, University Putra Malaysia, 43400 UPM Serdang, Selangor,
More informationJoint International Surface Working Group and Satellite Applications Facility on Land Surface Analysis Workshop, IPMA, Lisboa, June 2018
Joint International Surface Working Group and Satellite Applications Facility on Land Surface Analysis Workshop, IPMA, Lisboa, 26-28 June 2018 Introduction Soil moisture Evapotranspiration Future plan
More informationPhysical Aspects of Surface Energy Balance and Earth Observation Systems in Agricultural Practice
Physical Aspects of Surface Energy Balance and Earth Observation Systems in Agricultural Practice Henk de Bruin During the visit to Pachacamac we contemplate about the 4 elements, fire, air, water and
More informationJohn R. Mecikalski #1, Martha C. Anderson*, Ryan D. Torn #, John M. Norman*, George R. Diak #
P4.22 THE ATMOSPHERE-LAND EXCHANGE INVERSE (ALEXI) MODEL: REGIONAL- SCALE FLUX VALIDATIONS, CLIMATOLOGIES AND AVAILABLE SOIL WATER DERIVED FROM REMOTE SENSING INPUTS John R. Mecikalski #1, Martha C. Anderson*,
More informationEvaluation of a MODIS Triangle-based Algorithm for Improving ET Estimates in the Northern Sierra Nevada Mountain Range
Evaluation of a MODIS Triangle-based Algorithm for Improving ET Estimates in the Northern Sierra Nevada Mountain Range Kyle R. Knipper 1, Alicia M. Kinoshita 2, and Terri S. Hogue 1 January 5 th, 2015
More informationRedacted for Privacy
AN ABSTRACT OF THE THESIS OF Antonio Martinez Cob for the degree of Doctor of Philosophy in Soil Science presented on May 4. 1990 Title: Multivariate Geos_tatistical Analysis of Evapotranspiration and
More informationName the surface winds that blow between 0 and 30. GEO 101, February 25, 2014 Monsoon Global circulation aloft El Niño Atmospheric water
GEO 101, February 25, 2014 Monsoon Global circulation aloft El Niño Atmospheric water Name the surface winds that blow between 0 and 30 What is the atmospheric pressure at 0? What is the atmospheric pressure
More informationSENSITIVITY ANALYSIS OF PENMAN EVAPORATION METHOD
Global NEST Journal, Vol 16, No X, pp XX-XX, 2014 Copyright 2014 Global NEST Printed in Greece. All rights reserved SENSITIVITY ANALYSIS OF PENMAN EVAPORATION METHOD MAMASSIS N.* PANAGOULIA D. NOVKOVIC
More informationEstimation of Reference Evapotranspiration by Artificial Neural Network
Estimation of Reference Evapotranspiration by Artificial Neural Network A. D. Bhagat 1, P. G. Popale 2 PhD Scholar, Department of Irrigation and Drainage Engineering, Dr. ASCAE&T, Mahatma Phule Krishi
More informationClimate Variability in South Asia
Climate Variability in South Asia V. Niranjan, M. Dinesh Kumar, and Nitin Bassi Institute for Resource Analysis and Policy Contents Introduction Rainfall variability in South Asia Temporal variability
More informationAssessment of Temperature based equations for ETo estimation by FAO Penman-Monteith Method for Betwa Basin, Central India
Assessment of Temperature based equations for ETo estimation by FAO Penman-Monteith Method for Betwa Basin, Central India Reetesh Kumar Pyasi, and Ashish Pandey Abstract Feasibility of temperature based
More information