The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland

Calculation of potential evapotranspiration (PET) has been problematic in Newfoundland (NL) due to the lack of measured data. Therefore, PET data obtained from the Pacific Field Corn Association for St John’s, NL was compared against five empirical PET calculation equations (i.e. (i) radiation-based...

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Main Author: Perera, K. V. Gayantha Sashika
Format: Thesis
Language:English
Published: Memorial University of Newfoundland 2021
Subjects:
Online Access:https://research.library.mun.ca/14998/
https://research.library.mun.ca/14998/1/thesis.pdf
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spelling ftmemorialuniv:oai:research.library.mun.ca:14998 2023-10-01T03:57:36+02:00 The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland Perera, K. V. Gayantha Sashika 2021-04 application/pdf https://research.library.mun.ca/14998/ https://research.library.mun.ca/14998/1/thesis.pdf en eng Memorial University of Newfoundland https://research.library.mun.ca/14998/1/thesis.pdf Perera, K. V. Gayantha Sashika <https://research.library.mun.ca/view/creator_az/Perera=3AK=2E_V=2E_Gayantha_Sashika=3A=3A.html> (2021) The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland. Masters thesis, Memorial University of Newfoundland. thesis_license Thesis NonPeerReviewed 2021 ftmemorialuniv 2023-09-03T06:50:03Z Calculation of potential evapotranspiration (PET) has been problematic in Newfoundland (NL) due to the lack of measured data. Therefore, PET data obtained from the Pacific Field Corn Association for St John’s, NL was compared against five empirical PET calculation equations (i.e. (i) radiation-based Priestley-Taylor (PT), and Makkink (M), (ii) temperature-based Hargreaves-Samani (HS), and Turc (T), and (iii) location-based Hamon (H)). Evaluation based on the results concluded that the HS equation would be appropriate to calculate PET in NL. Further calibrations and validations were done to modify the HS to better calculate PET for the growing season (May-October) in NL. The modifications improved the Root Mean Square Error (RMSE), Nash-Sutcliffe Efficiency (NSE) and co-efficient of determination (R2) of the validated data. Trend assessment carried out using Innovative Trend Analysis (ITA) and Mann-Kendal (MK) tests indicated that both methods were in par with each other. Most of the significant positive trends of monthly total precipitation (0.375-2.210 mm/month/year) were available for September and October. Positive trends for minimum and maximum temperatures were found mostly concentrated within August and September with increments ranging from 0.015 to 0.062 ºC/month/year. PET trends of magnitudes up to 0.011 mm/month/year were observed mostly within September and October. Total water balance did not show as many positive trends as other parameters considered. However, the available positive trends (ranging from 0.018 to 0.076 mm/month/year) were also focused mostly within September. As a conclusion, the HS equation with modifications and error margins (where necessary) can be used to calculate PET accurately for the growing season in NL, and positive trends are observed mostly within the later periods of the growing season. The results of this study could be used in consideration of agricultural expansion, selecting cropping systems and water management systems of NL in future. Thesis Newfoundland Memorial University of Newfoundland: Research Repository Nash ENVELOPE(-62.350,-62.350,-74.233,-74.233) Pacific Priestley ENVELOPE(161.883,161.883,-75.183,-75.183) Sutcliffe ENVELOPE(-81.383,-81.383,50.683,50.683)
institution Open Polar
collection Memorial University of Newfoundland: Research Repository
op_collection_id ftmemorialuniv
language English
description Calculation of potential evapotranspiration (PET) has been problematic in Newfoundland (NL) due to the lack of measured data. Therefore, PET data obtained from the Pacific Field Corn Association for St John’s, NL was compared against five empirical PET calculation equations (i.e. (i) radiation-based Priestley-Taylor (PT), and Makkink (M), (ii) temperature-based Hargreaves-Samani (HS), and Turc (T), and (iii) location-based Hamon (H)). Evaluation based on the results concluded that the HS equation would be appropriate to calculate PET in NL. Further calibrations and validations were done to modify the HS to better calculate PET for the growing season (May-October) in NL. The modifications improved the Root Mean Square Error (RMSE), Nash-Sutcliffe Efficiency (NSE) and co-efficient of determination (R2) of the validated data. Trend assessment carried out using Innovative Trend Analysis (ITA) and Mann-Kendal (MK) tests indicated that both methods were in par with each other. Most of the significant positive trends of monthly total precipitation (0.375-2.210 mm/month/year) were available for September and October. Positive trends for minimum and maximum temperatures were found mostly concentrated within August and September with increments ranging from 0.015 to 0.062 ºC/month/year. PET trends of magnitudes up to 0.011 mm/month/year were observed mostly within September and October. Total water balance did not show as many positive trends as other parameters considered. However, the available positive trends (ranging from 0.018 to 0.076 mm/month/year) were also focused mostly within September. As a conclusion, the HS equation with modifications and error margins (where necessary) can be used to calculate PET accurately for the growing season in NL, and positive trends are observed mostly within the later periods of the growing season. The results of this study could be used in consideration of agricultural expansion, selecting cropping systems and water management systems of NL in future.
format Thesis
author Perera, K. V. Gayantha Sashika
spellingShingle Perera, K. V. Gayantha Sashika
The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
author_facet Perera, K. V. Gayantha Sashika
author_sort Perera, K. V. Gayantha Sashika
title The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
title_short The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
title_full The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
title_fullStr The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
title_full_unstemmed The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland
title_sort adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in newfoundland
publisher Memorial University of Newfoundland
publishDate 2021
url https://research.library.mun.ca/14998/
https://research.library.mun.ca/14998/1/thesis.pdf
long_lat ENVELOPE(-62.350,-62.350,-74.233,-74.233)
ENVELOPE(161.883,161.883,-75.183,-75.183)
ENVELOPE(-81.383,-81.383,50.683,50.683)
geographic Nash
Pacific
Priestley
Sutcliffe
geographic_facet Nash
Pacific
Priestley
Sutcliffe
genre Newfoundland
genre_facet Newfoundland
op_relation https://research.library.mun.ca/14998/1/thesis.pdf
Perera, K. V. Gayantha Sashika <https://research.library.mun.ca/view/creator_az/Perera=3AK=2E_V=2E_Gayantha_Sashika=3A=3A.html> (2021) The adaptability of empirical equations to calculate potential evapotranspiration and trend analysis of hydroclimatological parameters for agricultural areas in Newfoundland. Masters thesis, Memorial University of Newfoundland.
op_rights thesis_license
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