Pudar, Ranko

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  • Pudar, Ranko (5)
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Author's Bibliography

Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits

Ruangpan, Laddaporn; Vojinovic, Zoran; Plavšić, Jasna; Curran, Alex; Rosić, Nikola; Pudar, Ranko; Savic, Dragan; Brdjanovic, Damir

(Elsevier, 2024)

TY  - JOUR
AU  - Ruangpan, Laddaporn
AU  - Vojinovic, Zoran
AU  - Plavšić, Jasna
AU  - Curran, Alex
AU  - Rosić, Nikola
AU  - Pudar, Ranko
AU  - Savic, Dragan
AU  - Brdjanovic, Damir
PY  - 2024
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/3383
AB  - Flooding is expected to increase due to climate change, urbanisation, and land use change. To address this issue, Nature-Based Solutions (NBSs) are often adopted as innovative and sustainable flood risk management methods. Besides the flood risk reduction benefits, NBSs offer co-benefits for the environment and society. However, these co-benefits are rarely considered in flood risk management due to the inherent complexities of incorporating them into economic assessments. This research addresses this gap by developing a comprehensive methodology that integrates the monetary analysis of co-benefits with flood risk reduction in economic assessments. In doing so, it aspires to provide a more holistic view of the impact of NBS in flood risk management. The assessment employs a framework based on life-cycle cost-benefit analysis, offering a systematic and transparent assessment of both costs and benefits over time supported by key indicators like net present value and benefit cost ratio. The methodology has been applied to the Tamnava basin in Serbia, where significant flooding occurred in 2014 and 2020. The methodology offers valuable insights for practitioners, researchers, and planners seeking to assess the co-benefits of NBS and integrate them into economic assessments. The results show that when considering flood risk reduction alone, all considered measures have higher costs than the benefits derived from avoiding flood damage. However, when incorporating co-benefits, several NBS have a net positive economic impact, including afforestation/reforestation and retention ponds with cost-benefit ratios of 3.5 and 5.6 respectively. This suggests that incorporating co-benefits into economic assessments can significantly increase the overall economic efficiency and viability of NBS.
PB  - Elsevier
T2  - Journal of Environmental Management
T1  - Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits
SP  - 119985
VL  - 352
DO  - 10.1016/j.jenvman.2023.119985
ER  - 
@article{
author = "Ruangpan, Laddaporn and Vojinovic, Zoran and Plavšić, Jasna and Curran, Alex and Rosić, Nikola and Pudar, Ranko and Savic, Dragan and Brdjanovic, Damir",
year = "2024",
abstract = "Flooding is expected to increase due to climate change, urbanisation, and land use change. To address this issue, Nature-Based Solutions (NBSs) are often adopted as innovative and sustainable flood risk management methods. Besides the flood risk reduction benefits, NBSs offer co-benefits for the environment and society. However, these co-benefits are rarely considered in flood risk management due to the inherent complexities of incorporating them into economic assessments. This research addresses this gap by developing a comprehensive methodology that integrates the monetary analysis of co-benefits with flood risk reduction in economic assessments. In doing so, it aspires to provide a more holistic view of the impact of NBS in flood risk management. The assessment employs a framework based on life-cycle cost-benefit analysis, offering a systematic and transparent assessment of both costs and benefits over time supported by key indicators like net present value and benefit cost ratio. The methodology has been applied to the Tamnava basin in Serbia, where significant flooding occurred in 2014 and 2020. The methodology offers valuable insights for practitioners, researchers, and planners seeking to assess the co-benefits of NBS and integrate them into economic assessments. The results show that when considering flood risk reduction alone, all considered measures have higher costs than the benefits derived from avoiding flood damage. However, when incorporating co-benefits, several NBS have a net positive economic impact, including afforestation/reforestation and retention ponds with cost-benefit ratios of 3.5 and 5.6 respectively. This suggests that incorporating co-benefits into economic assessments can significantly increase the overall economic efficiency and viability of NBS.",
publisher = "Elsevier",
journal = "Journal of Environmental Management",
title = "Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits",
pages = "119985",
volume = "352",
doi = "10.1016/j.jenvman.2023.119985"
}
Ruangpan, L., Vojinovic, Z., Plavšić, J., Curran, A., Rosić, N., Pudar, R., Savic, D.,& Brdjanovic, D.. (2024). Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits. in Journal of Environmental Management
Elsevier., 352, 119985.
https://doi.org/10.1016/j.jenvman.2023.119985
Ruangpan L, Vojinovic Z, Plavšić J, Curran A, Rosić N, Pudar R, Savic D, Brdjanovic D. Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits. in Journal of Environmental Management. 2024;352:119985.
doi:10.1016/j.jenvman.2023.119985 .
Ruangpan, Laddaporn, Vojinovic, Zoran, Plavšić, Jasna, Curran, Alex, Rosić, Nikola, Pudar, Ranko, Savic, Dragan, Brdjanovic, Damir, "Economic assessment of nature-based solutions to reduce flood risk and enhance co-benefits" in Journal of Environmental Management, 352 (2024):119985,
https://doi.org/10.1016/j.jenvman.2023.119985 . .
1

Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве

Plavšić, Jasna; Pudar, Ranko; Pavlović, Dragutin

(Универзитет у Београду - Факултет безбедности, 2023)

TY  - JOUR
AU  - Plavšić, Jasna
AU  - Pudar, Ranko
AU  - Pavlović, Dragutin
PY  - 2023
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/3101
AB  - У раду се даје кратак приказ холистичког приступа смањењу ризика од поплава помоћу природи блиских решења. Овакав приступ узима у обзир не само смањење ризика као основни циљ мера заштите од поплава, већ и друге циљеве заједнице као што су заштита животне средине, добробит и здравље људи и друштвено-економски развој. На примеру слива реке Тамнаве, а као резултат истраживачког рада у међународном пројекту RECONECT у оквиру H2020 програма ЕУ, приказују се прелиминарни резултати примене овог концепта уз разматрање неколико сценарија могућих мера заштите и користи које оне могу донети у погледу смањења ризика од поплава и унапређења екосистемских услуга на сливу. Приказана методологија укључује новчано вредновање ефеката мера са гледишта смањења ризика (избегнутих штета), као секундарних ефеката од смањења ерозије додатним пошумљавањем. Ово друго вредновање је такође искоришћено за прелиминарну процену свих релевантних екосистемских услуга на сливу, што указује на вредност природног капитала овог слива. Овакве процене су важне за процес доношења одлука о мерама заштите од поплава.
AB  - This paper presents briefly a holistic approach to reducing flood risks using the nature-based solutions. This approach takes into account not only the reduced risk as the primary goal of flood mitigation, but also involves other goals such as the protection of the environment, human well-being, socio-economic goals etc. The Tamnava River basin is used as a pilot case to demonstrate the methodology of such an approach, resulting from the work within the RECONECT project from the EU Horizon 2020 programme. The paper presents preliminary results for the Tamnava River basin by considering several scenarios for flood mitigation measures and potential benefits from these measures in flood risk reduction and in improved ecosystem services in the basin. The methodology includes monetary valuation of the effects of the proposed flood mitigation measures in terms of the avoided damages, as well as of the secondary benefits from the erosion control by additional afforestation. The latter also provides basis for preliminary valuation of all relevant ecosystem services in the basin, thus indicating the value of the basin’s natural capital. Such an evaluation is important for the decision-making process on possible flood mitigation strategies.
PB  - Универзитет у Београду - Факултет безбедности
T2  - Годишњак Факултета безбености 2022
T1  - Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве
T1  - Nature based solutions as the sustainable measures for hydrometeorological risk reduction – the Tamnava river case study
EP  - 265
IS  - 1
SP  - 251
DO  - 10.5937/fb_godisnjak0-37341
ER  - 
@article{
author = "Plavšić, Jasna and Pudar, Ranko and Pavlović, Dragutin",
year = "2023",
abstract = "У раду се даје кратак приказ холистичког приступа смањењу ризика од поплава помоћу природи блиских решења. Овакав приступ узима у обзир не само смањење ризика као основни циљ мера заштите од поплава, већ и друге циљеве заједнице као што су заштита животне средине, добробит и здравље људи и друштвено-економски развој. На примеру слива реке Тамнаве, а као резултат истраживачког рада у међународном пројекту RECONECT у оквиру H2020 програма ЕУ, приказују се прелиминарни резултати примене овог концепта уз разматрање неколико сценарија могућих мера заштите и користи које оне могу донети у погледу смањења ризика од поплава и унапређења екосистемских услуга на сливу. Приказана методологија укључује новчано вредновање ефеката мера са гледишта смањења ризика (избегнутих штета), као секундарних ефеката од смањења ерозије додатним пошумљавањем. Ово друго вредновање је такође искоришћено за прелиминарну процену свих релевантних екосистемских услуга на сливу, што указује на вредност природног капитала овог слива. Овакве процене су важне за процес доношења одлука о мерама заштите од поплава., This paper presents briefly a holistic approach to reducing flood risks using the nature-based solutions. This approach takes into account not only the reduced risk as the primary goal of flood mitigation, but also involves other goals such as the protection of the environment, human well-being, socio-economic goals etc. The Tamnava River basin is used as a pilot case to demonstrate the methodology of such an approach, resulting from the work within the RECONECT project from the EU Horizon 2020 programme. The paper presents preliminary results for the Tamnava River basin by considering several scenarios for flood mitigation measures and potential benefits from these measures in flood risk reduction and in improved ecosystem services in the basin. The methodology includes monetary valuation of the effects of the proposed flood mitigation measures in terms of the avoided damages, as well as of the secondary benefits from the erosion control by additional afforestation. The latter also provides basis for preliminary valuation of all relevant ecosystem services in the basin, thus indicating the value of the basin’s natural capital. Such an evaluation is important for the decision-making process on possible flood mitigation strategies.",
publisher = "Универзитет у Београду - Факултет безбедности",
journal = "Годишњак Факултета безбености 2022",
title = "Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве, Nature based solutions as the sustainable measures for hydrometeorological risk reduction – the Tamnava river case study",
pages = "265-251",
number = "1",
doi = "10.5937/fb_godisnjak0-37341"
}
Plavšić, J., Pudar, R.,& Pavlović, D.. (2023). Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве. in Годишњак Факултета безбености 2022
Универзитет у Београду - Факултет безбедности.(1), 251-265.
https://doi.org/10.5937/fb_godisnjak0-37341
Plavšić J, Pudar R, Pavlović D. Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве. in Годишњак Факултета безбености 2022. 2023;(1):251-265.
doi:10.5937/fb_godisnjak0-37341 .
Plavšić, Jasna, Pudar, Ranko, Pavlović, Dragutin, "Природи блиска решења као одрживе мере за смањење хидрометеоролошких ризика – пример слива реке Тамнаве" in Годишњак Факултета безбености 2022, no. 1 (2023):251-265,
https://doi.org/10.5937/fb_godisnjak0-37341 . .

Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave

Pudar, Ranko; Ivetić, Marko; Plavšić, Jasna

(2021)

TY  - JOUR
AU  - Pudar, Ranko
AU  - Ivetić, Marko
AU  - Plavšić, Jasna
PY  - 2021
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2492
AB  - U današnje vreme javlja se potreba za povećanim stepe-nom zaštite od poplava, kako zbog izazova koje donose klimatske promene, tako i zbog sve veće vrednosti do-bara koje želimo da štitimo. Ono što je takoĊe neophod-no je da se u upravljanju rizikom od poplava sve više primenjuju integralni i holistiĉki pristupi. Takvi pristupi podrazumevaju i primenu zelene infrastrukture i prirodi bliskih rešenja, koja ispunjavanju osnovni cilj smanjenja rizika od poplava, ali koja istovremeno donose i dodatne dugoroĉne koristi sa ekološkog i socio-ekonomskog as-pekta, kao što je povećanje zelenih prostora, povećanje biodiverziteta, poboljšanje kvaliteta vode i vazduha, mogućnosti za rekreaciju stanovništva, i mnoge druge. Sveukupno, takva rešenja doprinose povećanju vred-nosti funkcija koje prirodni ekosistemi pružaju, a time i povećanju ukupnog prirodnog kapitala. U radu je pri-kazana metodologija i rezultati vrednovanja doprinosa zelenih mera za zaštitu od poplava vrednostima funkcija ekosistema na slivu reke Tamnave u zapadnoj Srbiji. Na primeru pošumljavanja kao antierozione mere pokazano je kako se može odrediti lokalna vrednost uloge ekosi-stema u spreĉavanju erozije. Ta vrednost je procenjena na 16.8 €/ha/god. Ukupni godišnji doprinos svih rele-vantnih funkcija ekosistema na slivu je procenjena na izmeĊu 111 i 329 miliona €.
T2  - Vodoprivreda
T1  - Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave
EP  - 142
IS  - 311-312
SP  - 131
VL  - 53
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2492
ER  - 
@article{
author = "Pudar, Ranko and Ivetić, Marko and Plavšić, Jasna",
year = "2021",
abstract = "U današnje vreme javlja se potreba za povećanim stepe-nom zaštite od poplava, kako zbog izazova koje donose klimatske promene, tako i zbog sve veće vrednosti do-bara koje želimo da štitimo. Ono što je takoĊe neophod-no je da se u upravljanju rizikom od poplava sve više primenjuju integralni i holistiĉki pristupi. Takvi pristupi podrazumevaju i primenu zelene infrastrukture i prirodi bliskih rešenja, koja ispunjavanju osnovni cilj smanjenja rizika od poplava, ali koja istovremeno donose i dodatne dugoroĉne koristi sa ekološkog i socio-ekonomskog as-pekta, kao što je povećanje zelenih prostora, povećanje biodiverziteta, poboljšanje kvaliteta vode i vazduha, mogućnosti za rekreaciju stanovništva, i mnoge druge. Sveukupno, takva rešenja doprinose povećanju vred-nosti funkcija koje prirodni ekosistemi pružaju, a time i povećanju ukupnog prirodnog kapitala. U radu je pri-kazana metodologija i rezultati vrednovanja doprinosa zelenih mera za zaštitu od poplava vrednostima funkcija ekosistema na slivu reke Tamnave u zapadnoj Srbiji. Na primeru pošumljavanja kao antierozione mere pokazano je kako se može odrediti lokalna vrednost uloge ekosi-stema u spreĉavanju erozije. Ta vrednost je procenjena na 16.8 €/ha/god. Ukupni godišnji doprinos svih rele-vantnih funkcija ekosistema na slivu je procenjena na izmeĊu 111 i 329 miliona €.",
journal = "Vodoprivreda",
title = "Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave",
pages = "142-131",
number = "311-312",
volume = "53",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2492"
}
Pudar, R., Ivetić, M.,& Plavšić, J.. (2021). Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave. in Vodoprivreda, 53(311-312), 131-142.
https://hdl.handle.net/21.15107/rcub_grafar_2492
Pudar R, Ivetić M, Plavšić J. Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave. in Vodoprivreda. 2021;53(311-312):131-142.
https://hdl.handle.net/21.15107/rcub_grafar_2492 .
Pudar, Ranko, Ivetić, Marko, Plavšić, Jasna, "Primer vrednovanja ekosistema u funkciji zaštite od poplava na slivu reke Tamnave" in Vodoprivreda, 53, no. 311-312 (2021):131-142,
https://hdl.handle.net/21.15107/rcub_grafar_2492 .

Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave

Pudar, Ranko; Plavšić, Jasna

(Univerzitet u Beogradu - Građevinski fakultet, 2021)

TY  - CONF
AU  - Pudar, Ranko
AU  - Plavšić, Jasna
PY  - 2021
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2616
AB  - radu se razmatraju mere zaštite od poplava na slivu reke Tamnave i njihovo ekonomsko
vrednovanje pomoću razvijenog modela šteta fine rezolucije. Štete od poplava su procenjene za tri moguća
scenarija zaštite (sive, zelene i sivo-zelene mere), kao i za referentno stanje zaštite iz 2014. godine. Smanjenje
gubitaka tj. šteta u odnosu na referentno stanje smatra se koristima od određenog scenarija zaštite. Razvijeni model
šteta se zasniva na kartama ugroženosti i detaljnim podacima o najvažnijim receptorima rizika. Rezultati su
pokazali da planirane retenzije kao aktivne zelene mere zaštite značajno smanjuju štete od poplava. Planirano
nadvišenje postojećih nasipa primenjeno bez retenzija donosi manje koristi u smislu izbegnite štete, dok u
kombinaciji sa retenzijama praktično ne donosi nikakve koristi. Pokazano je da su predložena metodologija i mikro
model šteta primenljivi za razmatranje efekata različitih vrsta mera u savremenom pristupu zaštite od poplava u
kome se akcenat stavlja na zelene mere i prirodi bliska rešenja.
PB  - Univerzitet u Beogradu - Građevinski fakultet
C3  - Zbornik radova 19. savetovanja SDHI i SDH
T1  - Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave
EP  - 423
SP  - 411
UR  - https://hdl.handle.net/21.15107/rcub_grafar_2616
ER  - 
@conference{
author = "Pudar, Ranko and Plavšić, Jasna",
year = "2021",
abstract = "radu se razmatraju mere zaštite od poplava na slivu reke Tamnave i njihovo ekonomsko
vrednovanje pomoću razvijenog modela šteta fine rezolucije. Štete od poplava su procenjene za tri moguća
scenarija zaštite (sive, zelene i sivo-zelene mere), kao i za referentno stanje zaštite iz 2014. godine. Smanjenje
gubitaka tj. šteta u odnosu na referentno stanje smatra se koristima od određenog scenarija zaštite. Razvijeni model
šteta se zasniva na kartama ugroženosti i detaljnim podacima o najvažnijim receptorima rizika. Rezultati su
pokazali da planirane retenzije kao aktivne zelene mere zaštite značajno smanjuju štete od poplava. Planirano
nadvišenje postojećih nasipa primenjeno bez retenzija donosi manje koristi u smislu izbegnite štete, dok u
kombinaciji sa retenzijama praktično ne donosi nikakve koristi. Pokazano je da su predložena metodologija i mikro
model šteta primenljivi za razmatranje efekata različitih vrsta mera u savremenom pristupu zaštite od poplava u
kome se akcenat stavlja na zelene mere i prirodi bliska rešenja.",
publisher = "Univerzitet u Beogradu - Građevinski fakultet",
journal = "Zbornik radova 19. savetovanja SDHI i SDH",
title = "Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave",
pages = "423-411",
url = "https://hdl.handle.net/21.15107/rcub_grafar_2616"
}
Pudar, R.,& Plavšić, J.. (2021). Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave. in Zbornik radova 19. savetovanja SDHI i SDH
Univerzitet u Beogradu - Građevinski fakultet., 411-423.
https://hdl.handle.net/21.15107/rcub_grafar_2616
Pudar R, Plavšić J. Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave. in Zbornik radova 19. savetovanja SDHI i SDH. 2021;:411-423.
https://hdl.handle.net/21.15107/rcub_grafar_2616 .
Pudar, Ranko, Plavšić, Jasna, "Ekonomsko vrednovanje mera za zaštitu od poplava na slivu reke Tamnave" in Zbornik radova 19. savetovanja SDHI i SDH (2021):411-423,
https://hdl.handle.net/21.15107/rcub_grafar_2616 .

Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds

Pudar, Ranko; Plavšić, Jasna; Todorović, Andrijana

(MDPI, 2020)

TY  - JOUR
AU  - Pudar, Ranko
AU  - Plavšić, Jasna
AU  - Todorović, Andrijana
PY  - 2020
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/2105
AB  - Floods cause considerable damages worldwide and mitigation of their adverse effects through effective protection measures is needed. Along with the commonly applied “grey” infrastructure, “green” measures that can offer additional benefits, such as ecosystem services, are increasingly being considered lately. While the recent research tendencies are focused on the effectiveness and the value of green measures in urban areas, this paper presents a comprehensive financial evaluation of green and grey flood mitigation scenarios for a smaller rural watershed. A micro-scale damage model that builds on the hydrodynamic modeling of hazard, detailed asset identification, and damage assessment is presented and applied for evaluation of benefits from various flood mitigation measures in the Tamnava watershed in Serbia. Four scenarios are considered: (1) existing flood protection system; (2) green scenario involving new detention basins; (3) grey infrastructure enhancement by rising of the existing levees and diverting flood discharges; and (4) green-grey scenario that combines scenarios (2) and (3). The benefits (loss reduction) are the greatest with the green scenario and marginally higher with the combined green-grey scenario. The results suggest that for small rural watersheds, a holistic, integrative approach that includes both types of infrastructure can provide the most effective flood risk mitigation.
PB  - MDPI
T2  - Applied Sciences
T1  - Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds
VL  - 10
DO  - 10.3390/app10196913
ER  - 
@article{
author = "Pudar, Ranko and Plavšić, Jasna and Todorović, Andrijana",
year = "2020",
abstract = "Floods cause considerable damages worldwide and mitigation of their adverse effects through effective protection measures is needed. Along with the commonly applied “grey” infrastructure, “green” measures that can offer additional benefits, such as ecosystem services, are increasingly being considered lately. While the recent research tendencies are focused on the effectiveness and the value of green measures in urban areas, this paper presents a comprehensive financial evaluation of green and grey flood mitigation scenarios for a smaller rural watershed. A micro-scale damage model that builds on the hydrodynamic modeling of hazard, detailed asset identification, and damage assessment is presented and applied for evaluation of benefits from various flood mitigation measures in the Tamnava watershed in Serbia. Four scenarios are considered: (1) existing flood protection system; (2) green scenario involving new detention basins; (3) grey infrastructure enhancement by rising of the existing levees and diverting flood discharges; and (4) green-grey scenario that combines scenarios (2) and (3). The benefits (loss reduction) are the greatest with the green scenario and marginally higher with the combined green-grey scenario. The results suggest that for small rural watersheds, a holistic, integrative approach that includes both types of infrastructure can provide the most effective flood risk mitigation.",
publisher = "MDPI",
journal = "Applied Sciences",
title = "Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds",
volume = "10",
doi = "10.3390/app10196913"
}
Pudar, R., Plavšić, J.,& Todorović, A.. (2020). Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds. in Applied Sciences
MDPI., 10.
https://doi.org/10.3390/app10196913
Pudar R, Plavšić J, Todorović A. Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds. in Applied Sciences. 2020;10.
doi:10.3390/app10196913 .
Pudar, Ranko, Plavšić, Jasna, Todorović, Andrijana, "Evaluation of Green and Grey Flood Mitigation Measures in Rural Watersheds" in Applied Sciences, 10 (2020),
https://doi.org/10.3390/app10196913 . .
10
2
7