Precipitation variation and water balance evaluation using different indices

Lidia Maria Apopei; Dumitru Mihăilă; Liliana Gina Lazurca; Petruț Ionel Bistricean; Emilian Viorel Mihăilă; Vasillică Dănuț Horodnic; Maria Elena Emandi

doi:10.3986/AGS.11416

Avtorji

Lidia Maria Apopei Stefan cel Mare University of Suceava, Suceva, Romania
Dumitru Mihăilă Stefan cel Mare University of Suceava, Suceva, Romania https://orcid.org/0000-0002-5876-7963
Liliana Gina Lazurca Stefan cel Mare University of Suceava, Suceva, Romania https://orcid.org/0000-0002-8671-4551
Petruț Ionel Bistricean Stefan cel Mare University of Suceava, Suceva, Romania https://orcid.org/0000-0001-9617-0773
Emilian Viorel Mihăilă Alexandru Ioan Cuza University of Iași, Iași, Romania https://orcid.org/0009-0003-4521-5654
Vasillică Dănuț Horodnic Stefan cel Mare University of Suceava, Suceva, Romania https://orcid.org/0000-0001-6803-4571
Maria Elena Emandi Stefan cel Mare University of Suceava, Suceva, Romania https://orcid.org/0000-0001-6342-460X

DOI:

https://doi.org/10.3986/AGS.11416

Ključne besede:

SPEI, vodna bilanca, NDVI, analiza trendov, Romunija

Povzetek

Avtorji v članku z različnimi indeksi preučujejo spremenljivost vodne bilance v romunski vasi Cotnari in njeni okolici na osrednji Moldavski planoti med letoma 1961 in 2018. Statistična analiza in daljinsko zaznavanje sta pokazala, da je za standardizirani padavinsko-evaporacijski indeks (SPEI) preučevanega območja značilna velika spremenljivost, pri kateri vrednosti nihajo med izrazitimi presežki in primanjkljaji. Na podlagi vrednosti indeksa SPEI je bila vodna bilanca v 57,2 do 61,4 % mesecev blizu normale, v 19,3 do 25,1 % mesecev je bila pozitivna (s presežki), v 17,1 do 20,8 % mesecev pa negativna (s primanjkljaji). Korelacija med indeksoma NDVI in SPEI se okrepi, ko SPEI doseže ekstremne vrednosti (nad 1,5 enote ali pod −1,5 enote). Vodna bilanca v preučevanem obdobju kaže upadanje razpoložljivih vodnih virov.

Prenosi

Podatki o prenosih še niso na voljo.

Biografija avtorja

Emilian Viorel Mihăilă, Alexandru Ioan Cuza University of Iași, Iași, Romania

Literatura

Angearu, C. V., Ontel, I., Boldeanu, G., Mihăilescu, D., Nertan, A., Crăciunescu, V., Catană, S. et al. 2020: Multi-temporal analysis and trends of the drought based on MODIS data in agricultural areas, Romania. Remote Sensing 12-23. DOI: https://doi.org/10.3390/rs12233940 DOI: https://doi.org/10.3390/rs12233940

Apopei, L. M., Mihăilă, D., Bistricean, P. I. 2020: Thermo-hydrometric arguments in the demonstration of foehnal circulation in Cotnari, Romania. Geobalcanica, Proceedings 2020. Ohrid. DOI: https://doi.org/10.18509/GBP.2020.25 DOI: https://doi.org/10.18509/GBP.2020.25

Bandoc, G., Prăvălie, R. 2015: Climatic water balance dynamics over the last five decades in Romania’s most arid region, Dobrogea. Journal of Geographical Sciences 25. DOI: https://doi.org/10.1007/s11442-015-1236-1 DOI: https://doi.org/10.1007/s11442-015-1236-1

Bannari, A., Morin, D., Bonn, F., Huete, A. R. 1995: A review of vegetation indices. Remote Sensing Reviews 13-1,2. DOI: https://doi.org/10.1080/02757259509532298 DOI: https://doi.org/10.1080/02757259509532298

Beguería, S., Vicente-Serrano, S. M., Reig, F., Latorre, B. 2014: Standardized precipitation evapotranspiration index (SPEI) revisited: parameter fitting, evapotranspiration models, tools, datasets and drought monitoring. International Journal of Climatology 34. DOI: https://doi.org/10.1002/joc.3887 DOI: https://doi.org/10.1002/joc.3887

Bordun, C., Nertan, A. T., Cimpeanu, S. M. 2018: Evolution of vegetation fraction cover in agricultural areas affected by prolonged droughts in the south regions of Romania. Agriculture for Life, Life for Agriculture Conference Proceedings. DOI: https://doi.org/10.2478/alife-2018-0051

Boroneant, C., Ionita, M., Brunet, M., Rimbu, N. 2011: CLIVAR-SPAIN contributions: seasonal drought variability over the Iberian Peninsula and its relationship to global sea surface temperature and large scale atmospheric circulation. WCRP OSC: Climate Research in Service to Society, Denver.

Chavez, J. P. S. 1996: Image-based atmospheric corrections – revisited and improved. Photogrammetric Engineering and Remote Sensing 62-9.

Cheval, S. 2015: The standardized precipitation index – an overview. Romanian Journal of Meteorology 12-1,2. DOI: https://doi.org/10.1155/2015/950262

Cotea, V. D., Ciubotaru, M., Barbu, N. N., Cotea, V. V., Magazin, G. P., Grigorescu, C. C. 2006: Podgoria Cotnari / Cotnari vineyard. Bucureşti.

Dascălu, S. I., Gothard, M., Bojariu, R., Birsan M. V., Cică, R., Vintilă, R., Adler, M. J. et al. 2016: Drought-related variables over the Bârlad basin (Eastern Romania) under climate change scenarios. Catena 141. DOI: https://doi.org/10.1016/j.catena.2016.02.018 DOI: https://doi.org/10.1016/j.catena.2016.02.018

Dobri, R. V., Sfîcă, L., Amihăesei, V. A., Apostol, L., Țîmpu, S. 2021: Drought extent and severity on arable lands in Romania derived from normalized difference drought index (2001–2020). Remote Sensing 13-8. DOI: https://doi.org/10.3390/rs13081478 DOI: https://doi.org/10.3390/rs13081478

Dragotă, C. S., Mărculeţ, C., Mic, E. L., Grofu, A. 2012: Mapping dryness time-scales in the curvature Carpathians and Subcarpathians (Romania) by the standardized precipitation index. Romanian Journal of Geography 56-2.

Dukat, P., Bednorz, E., Ziemblińska, K., Urbaniak, M. 2022: Trends in drought occurrence and severity at mid-latitude European stations (1951–2015) estimated using standardized precipitation (SPI) and precipitation and evapotranspiration (SPEI) indices. Meteorology and Atmospheric Physics 134-20. DOI: https://doi.org/10.1007/s00703-022-00858-w DOI: https://doi.org/10.1007/s00703-022-00858-w

Hakam, O., Baali, A., El Kamel, T., Ahouach, Y., Azennoud, K. 2022: Comparative evaluation of various drought indices (DIs) to monitor drought status: A case study of Moroccan Lower Sebou basin. Kuwait Journal of Science 49-3. DOI: https://doi.org/10.48129/kjs.13911 DOI: https://doi.org/10.48129/kjs.13911

Jianqing, Z., Jinlong, H., Buda, S., Lige, C., Yanjun, W., Tong, J., Fischer, T. 2016: Intensity, area and duration analysis of droughts in China 1960–2013. Climate Dynamics 48. DOI: https://doi.org/10.1007/S00382-016-3066-Y DOI: https://doi.org/10.1007/s00382-016-3066-y

Kendall, M. G. 1975: Rank correlation methods. London.

Kingston, D. G., Stagge, J. H., Tallaksen, L. M., Hannah, D. M. 2015: European-scale drought: Understanding connections between atmospheric circulation and meteorological drought indices. Journal of Climate 28. DOI: https://doi.org/10.1175/JCLI-D-14-00001.1 DOI: https://doi.org/10.1175/JCLI-D-14-00001.1

Mann, H. B. 1945: Nonparametric tests against trend. Econometrica 13-3. DOI: https://doi.org/10.2307/1907187 DOI: https://doi.org/10.2307/1907187

Mihai, L., Stancalie, A., Sporea, A., Sporea, D., Nertan, A., Mihailescu, D. 2016: Drought vegetation monitoring using in situ and satellite data, in the Caracal plain of Romania. Romanian Reports in Physics 68-2.

Mihăilă, D. 2006: Câmpia Moldovei-studiu climatic. Suceava.

Mihăilă, D., Bistricean, P. I., Lazurca, L. G., Briciu, A. E. 2017: Climatic water deficit and surplus between the Carpathian Mountains and the Dniester River (1961–2012). Environmental Monitoring and Assessment 189. DOI: https://doi.org/10.1007/s10661-017-6253-3 DOI: https://doi.org/10.1007/s10661-017-6253-3

Mihăilă, D., Briciu, A. E. 2012: Actual climate evolution in the NE Romania. Manifestations and consequences, 12th International Multidisciplinary Scientific GeoConference, SGEM Conference Proceedings, 4. Albena. DOI: https://doi.org/10.5593/sgem2012/s17.v4001

Mihăilă, D., Tanasă, I. 2013: The characteristics of the atmospheric precipitating during the hot season of the year in the Plateau of Suceava. Present Environment & Sustainable Development 7-2.

Milanović, M., Micić, T., Lukić, T., Nenadović, S. S., Basarin, B., Filipović, D., Tomić, M. et al. 2019: Application of Landsat-derived NDVI in monitoring and assessment of vegetation cover changes in Central Serbia. Carpathian Journal of Earth and Environmental Sciences 14-1. DOI: https://doi.org/10.26471/cjees/2019/014/064 DOI: https://doi.org/10.26471/cjees/2019/014/064

Morar, C., Lukić, T., Basarin, B., Valjarević, A., Vujičić, M., Niemets, L., Telebienieva, I. et al. 2021: Shaping sustainable urban environments by addressing the hydro-meteorological factors in landslide occurrence: Ciuperca Hill (Oradea, Romania). International Journal of Environmental Research and Public Health 18-9. DOI: https://doi.org/10.3390/ijerph18095022 DOI: https://doi.org/10.3390/ijerph18095022

Neadealcov, M., Răileanu, V., Sîrbu, R., Cojocariu, R. 2015: The use of standardized indicators (SPI and SPEI) in predicting droughts over the Republic of Moldova territory. Present Environment & Sustainable Development 9-2. DOI: https://doi.org/10.1515/pesd-2015-0032 DOI: https://doi.org/10.1515/pesd-2015-0032

Ontel, I., Irimescu, A., Boldeanu, G., Mihailescu, D., Angearu, C. V., Nertan, A., Craciunescu, V. et al. 2021: Assessment of soil moisture anomaly sensitivity to detect drought spatio-temporal variability in Romania. Sensors 21-24. DOI: https://doi.org/10.3390/s21248371 DOI: https://doi.org/10.3390/s21248371

Pascoa, P., Gouveia, C., Russo, C. A., Bojariu, R., Vicente-Serrano, M. S., Trigo, M. R. 2020: Drought impacts on vegetation in Southeastern Europe. Remote Sensing 12-13. DOI: https://doi.org/10.3390/rs12132156 DOI: https://doi.org/10.3390/rs12132156

Patriche, C. V. 2009: Modele statistice aplicate în climatologie. Iaşi.

Piticar, A. 2013: Studii privind schimbările climatice recente din nord-estul României. Ph.D. thesis, Universitatea Babeş-Bolyai. Cluj-Napoca.

Piticar, A., Mihăilă, D., Lazurca, L. G., Bistricean, P. I., Puțuntică, A., Briciu, A. E. 2016: Spatiotemporal distribution of reference evapotranspiration in the Republic of Moldova. Theoretical and Applied Climatology 124-3. DOI: https://doi.org/10.1007/s00704-015-1490-2 DOI: https://doi.org/10.1007/s00704-015-1490-2

Pörtner, H. O., Roberts, D. C., Tignor, M., Poloczanska, E. S., Mintenbeck, K., Alegría, A., Craig, M. et al. 2022: Climate change 2022 – impacts, adaptation and vulnerability. Working Group II contribution to the sixth assessment report of the Intergovernmental Panel on Climate Change. Cambridge, New York. DOI: https://doi:10.1017/9781009325844 DOI: https://doi.org/10.1017/9781009325844

Potop, V. 2003: Repartiţia spaţială a secetelor cu grad diferit de intensitate pe teritoriul Republicii Moldova, Proceedings of the Symposium 'GIS', no. 9, Annals of the University "Alexandru Ioan Cuza", Tom XLIX, s.IIc., Geography. Iași.

Potop, V. 2011: Evolution of drought severity and its impact on corn in the Republic of Moldova. Theorethical and Applied Climatology 105-3,4. DOI: https://doi.org/10.1007/s00704-011-0403-2 DOI: https://doi.org/10.1007/s00704-011-0403-2

Prăvălie, R., Sîrodoev, I., Peptenatu, D. 2014: Detecting climate change effects on forest ecosystems in Southwestern Romania using Landsat TM NDVI data. Journal of Geographical Sciences 24. DOI: https://doi.org/10.1007/s11442-014-1122-2 DOI: https://doi.org/10.1007/s11442-014-1122-2

Roşca, C. F. 2020: Variabilitatea climatică şi efectele induse asupra utilizării terenurilor în Câmpia Română (Sectorul Jiu-Olt). Ph.D. thesis, Universitatea Babeş-Bolyai. Cluj-Napoca.

Rouse, J. W., Haas, H., Schell, J. A., Deering, D. W. 1973: Monitoring vegetation systems in the Great Plains with ERTS. Paper presented at the Third ERTS Symposium. Internet: https://ntrs.nasa.gov/api/citations/19740022614/downloads/19740022614.pdf (3. 6. 2021).

Rouse, J. W., Haas, R. H., Schell, J.A., Deering, D. W., Harlan, J. C. 1974: Monitoring the vernal advancements and retrogradation (greenwave effect) of natural vegetation. NASA/GSFC Final Report, NASA, Greenbelt, MD. Internet: https://ntrs.nasa.gov/api/citations/19730017588/downloads/19730017588.pdf (12. 6. 2021).

Sandu, I. 2008: Clima României. Bucharest.

Sen, P. K. 1968: Estimates of the regression coefficient based on Kendall's Tau. Journal of the American Statistical Association 63-324. DOI: https://doi.org/10.1080/01621459.1968.10480934 DOI: https://doi.org/10.2307/2285891

Sfîcă, L. 2015: Clima Culoarului Siretului şi a regiunilor limitrofe. Ph.D. thesis, Universitatea Alexandru Ioan Cuza Iaşi.

Sfîcă, L., Ichim, P., Apostol, L., Ursu, A. 2018: The extent and intensity of the urban heat island in Iași city, Romania. Theoretical and Applied Climatology 134. DOI: https://doi.org/10.1007/s00704-017-2305-4 DOI: https://doi.org/10.1007/s00704-017-2305-4

Spinoni, J., Antofie, T., Barbosa, P., Bihari, Z., Lakatos, M., Szalai, S., Szentimrey, T. et al. 2013: An overview of drought events in the Carpathian Region in 1961–2010. Advances in Science and Research 10. DOI: https://doi.org/10.5194/asr-10-21-2013 DOI: https://doi.org/10.5194/asr-10-21-2013

Stagge, J. H., Tallakse, T. L., Gudmundsson, L., Van Loon, A. F., Stahl, K. 2015: Candidate distributions for climatological drought indices (SPI and SPEI). International Journal of Climatology 35-13. DOI: https://doi.org/10.1002/joc.4267 DOI: https://doi.org/10.1002/joc.4267

Tănasă, I. 2011: Clima Podişului Sucevei – fenomene de risc, implicaţii în dezvoltarea durabilă. Ph.D. thesis, Universitatea Ștefan cel Mare, Suceava.

Tucker, C. J. 1979: Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of Environment 8-2. DOI: https://doi.org/10.1016/0034-4257(79)90013-0 DOI: https://doi.org/10.1016/0034-4257(79)90013-0

Vicente-Serrano, S. M., Beguería, S., López-Moreno, J. I. 2010: A multi-scalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. Journal of Climate 23-7. DOI: https://doi.org/10.1175/2009JCLI2909.1 DOI: https://doi.org/10.1175/2009JCLI2909.1

Vicente-Serrano, S. M., Beguería, S., Lorenzo-Lacruz, J., Camarero, J. J., López-Moreno, J. I., Azorin-Molina, C., Revuelto, J. et al. 2012: Performance of drought indices for ecological, agricultural, and hydrological applications. Earth Interactions 16. DOI: https://doi.org/10.1175/2012EI000434.1 DOI: https://doi.org/10.1175/2012EI000434.1

Weier, J., Herring, D. 2000: Measuring Vegetation (NDVI & EVI). Nasa Earth Observatory. Washington DC.

World Meteorological Organization 2012: Standardized Precipitation Index User Guide. WMO 1090. Geneva. Internet: https://www.droughtmanagement.info/literature/WMO_standardized_precipitation_index_user_guide_en_2012.pdf (5. 10. 2023).

World Meteorological Organization 2018: Guide to Instruments and Methods of Observation. Volume I – Measurement of Meteorological Variables. WMO 8. Geneva. Internet: https://community.wmo.int/en/activity-areas/imop/wmo-no_8 (5. 10. 2023).