Rajić, Milica

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  • Rajić, Milica (3)
Projects

Author's Bibliography

Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina

Srdić, Sretenka; Srđević, Zorica; Stričević, Ružica; Čereković, Nataša; Benka, Pavel; Rudan, Nada; Rajić, Milica; Todorović, Mladen

(2023)

TY  - JOUR
AU  - Srdić, Sretenka
AU  - Srđević, Zorica
AU  - Stričević, Ružica
AU  - Čereković, Nataša
AU  - Benka, Pavel
AU  - Rudan, Nada
AU  - Rajić, Milica
AU  - Todorović, Mladen
PY  - 2023
UR  - https://www.mdpi.com/2073-4441/15/17/3065
UR  - http://aspace.agrif.bg.ac.rs/handle/123456789/6429
AB  - The study evaluated nine empirical methods for estimating reference evapotranspiration (ETo) in Bosnia and Herzegovina (BiH) across different climatic zones. The methods compared were the Hargreaves–Samani method (HS), the modified Hargreaves–Samani method (HM), the calibrated Hargreaves–Samani method (HC), the Priestley–Taylor method (PT), the Copais method (COP), the Makkink method (MAK), the Penman–Monteith method based on air temperature and overall average windspeed (PMT2), the Penman–Monteith method based on air temperature and regional average windspeed (PMT1.3), and the Penman–Monteith method based on air temperature and site-specific windspeed (PMTlok). These methods were tested against the “Food Agricultural Organization-Penman Monteith approach” (FAO-PM). The evaluation was performed using data from 20 meteorological stations in BiH, considering a common irrigation season (April–October) for two periods (2000–2005 and 2018–2022). The stations represented three climatic zones: semi-arid (SA), dry sub-humid (DSH), and moist sub-humid (MSH). The performance and ranking of the ETo methods were analyzed using the TOPSIS method. The trend of ETo during the common irrigation season for the period from 2018 to 2022 was determined using the Mann–Kendall test. The results of the study indicated that the HC method showed the best performance across all three climatic zones. The average root mean square error (RMSE) was 0.67 mm day−1, 0.49 mm day−1, and 0.50 mm day−1 for the SA, DSH, and MSH zones, respectively. As an alternative to the HC method, the PT method is recommended for its favorable results in both periods and in all zones. On the other hand, the HS method exhibited the highest average overestimation, particularly in the MSH zone, where ETo values were 18% higher compared with those of the FAO-PM method. The COP method also showed high overestimation and was not recommended for use. Regarding the MAK method, it resulted in underestimation during the period from 2000 to 2005, ranging from 17% in the DSH zone to 11% in the MSH zone. However, its performance improved during the period from 2018 to 2022, for which it ranked second place in the MSH zone. Among the PMT methods, the PMTlok, which utilized local average windspeed, yielded the best results. Despite performing well in the neighboring country of Serbia, the HM method showed poor overall performance in BiH. The findings of this study can serve as a foundation for further research in BiH to enhance irrigation practices in response to climate changes.
T2  - Water
T2  - Water
T1  - Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina
IS  - 17
SP  - 3065
VL  - 15
DO  - 10.3390/w15173065
ER  - 
@article{
author = "Srdić, Sretenka and Srđević, Zorica and Stričević, Ružica and Čereković, Nataša and Benka, Pavel and Rudan, Nada and Rajić, Milica and Todorović, Mladen",
year = "2023",
abstract = "The study evaluated nine empirical methods for estimating reference evapotranspiration (ETo) in Bosnia and Herzegovina (BiH) across different climatic zones. The methods compared were the Hargreaves–Samani method (HS), the modified Hargreaves–Samani method (HM), the calibrated Hargreaves–Samani method (HC), the Priestley–Taylor method (PT), the Copais method (COP), the Makkink method (MAK), the Penman–Monteith method based on air temperature and overall average windspeed (PMT2), the Penman–Monteith method based on air temperature and regional average windspeed (PMT1.3), and the Penman–Monteith method based on air temperature and site-specific windspeed (PMTlok). These methods were tested against the “Food Agricultural Organization-Penman Monteith approach” (FAO-PM). The evaluation was performed using data from 20 meteorological stations in BiH, considering a common irrigation season (April–October) for two periods (2000–2005 and 2018–2022). The stations represented three climatic zones: semi-arid (SA), dry sub-humid (DSH), and moist sub-humid (MSH). The performance and ranking of the ETo methods were analyzed using the TOPSIS method. The trend of ETo during the common irrigation season for the period from 2018 to 2022 was determined using the Mann–Kendall test. The results of the study indicated that the HC method showed the best performance across all three climatic zones. The average root mean square error (RMSE) was 0.67 mm day−1, 0.49 mm day−1, and 0.50 mm day−1 for the SA, DSH, and MSH zones, respectively. As an alternative to the HC method, the PT method is recommended for its favorable results in both periods and in all zones. On the other hand, the HS method exhibited the highest average overestimation, particularly in the MSH zone, where ETo values were 18% higher compared with those of the FAO-PM method. The COP method also showed high overestimation and was not recommended for use. Regarding the MAK method, it resulted in underestimation during the period from 2000 to 2005, ranging from 17% in the DSH zone to 11% in the MSH zone. However, its performance improved during the period from 2018 to 2022, for which it ranked second place in the MSH zone. Among the PMT methods, the PMTlok, which utilized local average windspeed, yielded the best results. Despite performing well in the neighboring country of Serbia, the HM method showed poor overall performance in BiH. The findings of this study can serve as a foundation for further research in BiH to enhance irrigation practices in response to climate changes.",
journal = "Water, Water",
title = "Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina",
number = "17",
pages = "3065",
volume = "15",
doi = "10.3390/w15173065"
}
Srdić, S., Srđević, Z., Stričević, R., Čereković, N., Benka, P., Rudan, N., Rajić, M.,& Todorović, M.. (2023). Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina. in Water, 15(17), 3065.
https://doi.org/10.3390/w15173065
Srdić S, Srđević Z, Stričević R, Čereković N, Benka P, Rudan N, Rajić M, Todorović M. Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina. in Water. 2023;15(17):3065.
doi:10.3390/w15173065 .
Srdić, Sretenka, Srđević, Zorica, Stričević, Ružica, Čereković, Nataša, Benka, Pavel, Rudan, Nada, Rajić, Milica, Todorović, Mladen, "Assessment of Empirical Methods for Estimating Reference Evapotranspiration in Different Climatic Zones of Bosnia and Herzegovina" in Water, 15, no. 17 (2023):3065,
https://doi.org/10.3390/w15173065 . .
3
4

Water-yield relations of maize (Zea mays L) in temperate climatic conditions

Pejić, Borivoj; Maheshwari, Basant; Seremesić, Srdjan; Stričević, Ružica; Pacureanu-Joita, Maria; Rajić, Milica; Ćupina, Branko

(2011)

TY  - JOUR
AU  - Pejić, Borivoj
AU  - Maheshwari, Basant
AU  - Seremesić, Srdjan
AU  - Stričević, Ružica
AU  - Pacureanu-Joita, Maria
AU  - Rajić, Milica
AU  - Ćupina, Branko
PY  - 2011
UR  - http://aspace.agrif.bg.ac.rs/handle/123456789/2426
AB  - A field study was carried out from 2001 to 2007 in order to determine the water-yield relationship of maize in the Vojvodina region, a northern part of the Serbia Republic. The yield response factor (K-y) was calculated to express the response of maize to water stress both for the growing season and specific growth stages. To assess the effectiveness of irrigation on maize yield, an irrigation water use efficiency (I-WUE) and evapotranspiration water use efficiency (ETWUE) were determined. The study indicated that in the climatic conditions of Vojvodina maize is most sensitive to water stress in the flowering and pollination stage (K-y = 0.52), but less sensitive in the stages of vegetative gowth (K-y = 0.37), grain filling and maturity (K-y = 0.41). Values of yield response factor in the growing period (K-y = 0.54) indicated that maize is moderately sensitive to soil water stress in the temperate climatic conditions of Vojvodina. The I-WUE and ETWUE were in intervals of 0.47 to 3.00 kg m(-3) and 0.67 to 2.34 kg m(-3) respectively, mostly depending on the extent of favorable conditions of the season for maize production and irrigation water applied. The parameters K-y, I-WUE and ETWUE could be used by maize growers as a guide in the study region in terms of optimum utilization of irrigation water for the planning, design and operation of irrigation projects and for improving the production technology of the crop.
T2  - Maydica
T1  - Water-yield relations of maize (Zea mays L) in temperate climatic conditions
EP  - 321
IS  - 4
SP  - 315
VL  - 56
UR  - https://hdl.handle.net/21.15107/rcub_agrospace_2426
ER  - 
@article{
author = "Pejić, Borivoj and Maheshwari, Basant and Seremesić, Srdjan and Stričević, Ružica and Pacureanu-Joita, Maria and Rajić, Milica and Ćupina, Branko",
year = "2011",
abstract = "A field study was carried out from 2001 to 2007 in order to determine the water-yield relationship of maize in the Vojvodina region, a northern part of the Serbia Republic. The yield response factor (K-y) was calculated to express the response of maize to water stress both for the growing season and specific growth stages. To assess the effectiveness of irrigation on maize yield, an irrigation water use efficiency (I-WUE) and evapotranspiration water use efficiency (ETWUE) were determined. The study indicated that in the climatic conditions of Vojvodina maize is most sensitive to water stress in the flowering and pollination stage (K-y = 0.52), but less sensitive in the stages of vegetative gowth (K-y = 0.37), grain filling and maturity (K-y = 0.41). Values of yield response factor in the growing period (K-y = 0.54) indicated that maize is moderately sensitive to soil water stress in the temperate climatic conditions of Vojvodina. The I-WUE and ETWUE were in intervals of 0.47 to 3.00 kg m(-3) and 0.67 to 2.34 kg m(-3) respectively, mostly depending on the extent of favorable conditions of the season for maize production and irrigation water applied. The parameters K-y, I-WUE and ETWUE could be used by maize growers as a guide in the study region in terms of optimum utilization of irrigation water for the planning, design and operation of irrigation projects and for improving the production technology of the crop.",
journal = "Maydica",
title = "Water-yield relations of maize (Zea mays L) in temperate climatic conditions",
pages = "321-315",
number = "4",
volume = "56",
url = "https://hdl.handle.net/21.15107/rcub_agrospace_2426"
}
Pejić, B., Maheshwari, B., Seremesić, S., Stričević, R., Pacureanu-Joita, M., Rajić, M.,& Ćupina, B.. (2011). Water-yield relations of maize (Zea mays L) in temperate climatic conditions. in Maydica, 56(4), 315-321.
https://hdl.handle.net/21.15107/rcub_agrospace_2426
Pejić B, Maheshwari B, Seremesić S, Stričević R, Pacureanu-Joita M, Rajić M, Ćupina B. Water-yield relations of maize (Zea mays L) in temperate climatic conditions. in Maydica. 2011;56(4):315-321.
https://hdl.handle.net/21.15107/rcub_agrospace_2426 .
Pejić, Borivoj, Maheshwari, Basant, Seremesić, Srdjan, Stričević, Ružica, Pacureanu-Joita, Maria, Rajić, Milica, Ćupina, Branko, "Water-yield relations of maize (Zea mays L) in temperate climatic conditions" in Maydica, 56, no. 4 (2011):315-321,
https://hdl.handle.net/21.15107/rcub_agrospace_2426 .
13
19

Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina

Pejić, Borivoj; Rajić, Milica; Bošnjak, Djuro; Mačkić, Ksenija; Jaćimović, Goran; Jug, Danijel; Stričević, Ružica

(Univerzitet u Novom Sadu - Poljoprivredni fakultet, Novi Sad, 2011)

TY  - JOUR
AU  - Pejić, Borivoj
AU  - Rajić, Milica
AU  - Bošnjak, Djuro
AU  - Mačkić, Ksenija
AU  - Jaćimović, Goran
AU  - Jug, Danijel
AU  - Stričević, Ružica
PY  - 2011
UR  - http://aspace.agrif.bg.ac.rs/handle/123456789/2514
AB  - To perform any idea of intensive use of agroecological conditions or to introduce new procedure in irrigation scheduling of growing plants, nothing could be done withought the knowledge of plant water requirements. Reference evapotransporation (ETo) provide good possibility for the calculation of plant water requirements. The procedure is universal and can be used in different climatic conditions for projecting and exploitation of irrigation systems. The data of ETo calculated by using Thornthwaite, FAO-24-Blaney-Criddle, FAO-24-Penman and FAO-56-Penman-Monteith methods and data of maize water requirements determined in field conditions on experimental plots were used to calculate corective indices (ki) to convert ETo values in ETc of maize. The highest correlation between determined values of maize water requirements in field conditions and ETo were obtained using Thornthwaite method (R2 = 0,930) which confirms previous statement that this method fits the best in calculation of maize water requirements in climatic conditions of Vojvodina.
AB  - Da bi se uopšte moglo prići realizaciji bilo kakve ideje o intenzivnom korišćenju agroekoloških uslova ili razradi novih postupaka za zalivni režim gajenih biljaka, nemoguće je bilo šta pokušati bez poznavanja pravih vrednosti potreba biljaka za vodom, odnosno potencijalne evapotranspiracije. Primena referentne evapotranspiracije (ETo) pruža mogućnost indirektnog obračuna potreba biljaka za vodom. Postupak je univerzalnog karaktera i može da se koristi u različitim klimatskim uslovima za potrebe projektovanja i eksploatacije sistema za navodnjavanje. Na osnovu vrednosti ETo obračunate metodama Thornthwaite, FAO-24-Blaney-Criddle, FAO-24-Penman i FAO-56-Penman-Monteith i izmerenih vrednosti utroška vode na evapotranspiraciju kukuruza u poljskim uslovima na eksperimentalnim parcelama utvrđeni su korekcioni indeksi (ki) za prevođenje vrednosti ETo u utrošak vode na evapotranspiraciju kukuruza. Najveći stepen korelacije između izmerenih vrednosti utroška vode na evapotranspiraciju i ETo utvrđen je kod metode Thornthwaite (R2 = 0,930) što potvrđuje ranije konstatacije da je ova metoda najprihvatljivija za obračun utroška vode na evapotranspiraciju biljaka u klimatskim uslovima Vojvodine.
PB  - Univerzitet u Novom Sadu - Poljoprivredni fakultet, Novi Sad
T2  - Letopis naučnih radova Poljoprivrednog fakulteta
T1  - Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina
T1  - Primena referentne evapotranspiracije za obračun utroška vode na evapotranspiraciju kukuruza u klimatskim uslovima Vojvodine
EP  - 46
IS  - 1
SP  - 32
VL  - 35
UR  - https://hdl.handle.net/21.15107/rcub_agrospace_2514
ER  - 
@article{
author = "Pejić, Borivoj and Rajić, Milica and Bošnjak, Djuro and Mačkić, Ksenija and Jaćimović, Goran and Jug, Danijel and Stričević, Ružica",
year = "2011",
abstract = "To perform any idea of intensive use of agroecological conditions or to introduce new procedure in irrigation scheduling of growing plants, nothing could be done withought the knowledge of plant water requirements. Reference evapotransporation (ETo) provide good possibility for the calculation of plant water requirements. The procedure is universal and can be used in different climatic conditions for projecting and exploitation of irrigation systems. The data of ETo calculated by using Thornthwaite, FAO-24-Blaney-Criddle, FAO-24-Penman and FAO-56-Penman-Monteith methods and data of maize water requirements determined in field conditions on experimental plots were used to calculate corective indices (ki) to convert ETo values in ETc of maize. The highest correlation between determined values of maize water requirements in field conditions and ETo were obtained using Thornthwaite method (R2 = 0,930) which confirms previous statement that this method fits the best in calculation of maize water requirements in climatic conditions of Vojvodina., Da bi se uopšte moglo prići realizaciji bilo kakve ideje o intenzivnom korišćenju agroekoloških uslova ili razradi novih postupaka za zalivni režim gajenih biljaka, nemoguće je bilo šta pokušati bez poznavanja pravih vrednosti potreba biljaka za vodom, odnosno potencijalne evapotranspiracije. Primena referentne evapotranspiracije (ETo) pruža mogućnost indirektnog obračuna potreba biljaka za vodom. Postupak je univerzalnog karaktera i može da se koristi u različitim klimatskim uslovima za potrebe projektovanja i eksploatacije sistema za navodnjavanje. Na osnovu vrednosti ETo obračunate metodama Thornthwaite, FAO-24-Blaney-Criddle, FAO-24-Penman i FAO-56-Penman-Monteith i izmerenih vrednosti utroška vode na evapotranspiraciju kukuruza u poljskim uslovima na eksperimentalnim parcelama utvrđeni su korekcioni indeksi (ki) za prevođenje vrednosti ETo u utrošak vode na evapotranspiraciju kukuruza. Najveći stepen korelacije između izmerenih vrednosti utroška vode na evapotranspiraciju i ETo utvrđen je kod metode Thornthwaite (R2 = 0,930) što potvrđuje ranije konstatacije da je ova metoda najprihvatljivija za obračun utroška vode na evapotranspiraciju biljaka u klimatskim uslovima Vojvodine.",
publisher = "Univerzitet u Novom Sadu - Poljoprivredni fakultet, Novi Sad",
journal = "Letopis naučnih radova Poljoprivrednog fakulteta",
title = "Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina, Primena referentne evapotranspiracije za obračun utroška vode na evapotranspiraciju kukuruza u klimatskim uslovima Vojvodine",
pages = "46-32",
number = "1",
volume = "35",
url = "https://hdl.handle.net/21.15107/rcub_agrospace_2514"
}
Pejić, B., Rajić, M., Bošnjak, D., Mačkić, K., Jaćimović, G., Jug, D.,& Stričević, R.. (2011). Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina. in Letopis naučnih radova Poljoprivrednog fakulteta
Univerzitet u Novom Sadu - Poljoprivredni fakultet, Novi Sad., 35(1), 32-46.
https://hdl.handle.net/21.15107/rcub_agrospace_2514
Pejić B, Rajić M, Bošnjak D, Mačkić K, Jaćimović G, Jug D, Stričević R. Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina. in Letopis naučnih radova Poljoprivrednog fakulteta. 2011;35(1):32-46.
https://hdl.handle.net/21.15107/rcub_agrospace_2514 .
Pejić, Borivoj, Rajić, Milica, Bošnjak, Djuro, Mačkić, Ksenija, Jaćimović, Goran, Jug, Danijel, Stričević, Ružica, "Application of reference evapotranspiration in calculation water use on maize evapotranspirationin climatic conditions of Vojvodina" in Letopis naučnih radova Poljoprivrednog fakulteta, 35, no. 1 (2011):32-46,
https://hdl.handle.net/21.15107/rcub_agrospace_2514 .