Wildfires In Xerophytic Shrublands of Lihué Calel National Park, La Pampa, Argentina
Temporal Analysis Based on Climatic and Spectral Indices
DOI:
https://doi.org/10.18172/cig.6611Keywords:
climate crisis, natural disaster, NDVI , SPEI, wildfire riskAbstract
In recent years, there is growing evidence of changes in fire frequency, with varying intensities and magnitudes across ecosystems worldwide. La Pampa, located in central Argentina, is affected by significant annual wildfire activity. This study aimed to analyze variations in climatic and spectral indices over a 29-year period (1995–2023) to identify patterns that enhance the understanding of the fire regime in xerophytic shrublands. Additionally, trends in climatic variables were evaluated within the framework of global climate change. Meteorological data and records of burned area were analyzed. The Standardized Precipitation and Evapotranspiration Index (SPEI) was calculated at four-time scales, and monthly Normalized Difference Vegetation Index (NDVI) data for shrubs and grasslands were obtained. Trend detection and correlation analysis between variables were performed using the Theil-Sen estimator and the non-parametric Mann-Kendall test. A SARIMA model was used to explore lagged correlations between selected variables. SPEI values typically ranged between -2 to 2, with SPEI-12 showing the highest correlation with large, severe fire events. NDVI for shrubland and grassland exhibited positive correlations with SPEI-24 and SPEI-6/SPEI-12, respectively. SPEI-12 and burned area displayed a significant negative correlation. Monitoring climatic and spectral indices over time helps identify periods of phytomass accumulation and ignition thresholds. In the context of climate change, the observed increasing trends in precipitation, mean temperature, and maximum temperature suggest a future with heightened fire frequency in xerophytic shrublands. This study underscores the importance of integrating climatic and vegetation indices to improve fire regime understanding and management in fire-prone ecosystems.
Downloads
References
Administración de Parques Nacionales (APN). 2021. Plan de manejo del fuego del Parque Nacional Lihué Calel (2022–2027). IF‑2021‑77413184‑APN‑PNLCA#APNAC) [PDF]. Sistema de Información de Biodiversidad (SIB). https://sib.gob.ar/archivos/PG_PN_Lihue_Calel.pdf
Alvarado, S.T., Andela, N., Silva, T.S.F., Archibald S. 2020. Thresholds of fire response to moisture and fuel load differ between tropical savannas and grasslands across continents. Global Ecology and Biogeography 29, 331-344. https://doi.org/10.1111/geb.13034
Armenteras, D., González, T.M. 2024. Repensando la gestión de incendios forestales en Suramérica: un enfoque integrado en la era del cambio climático. Revista de la Academia Colombiana de Ciencias Exactas, Físicas y Naturales 48(186), 210-215. https://doi.org/10.18257/raccefyn.260
Arroyo-Ramírez, A.B. 2024. Validación de parámetros climáticos asociados a la generación de incendios forestales. [Bachelor’s thesis]. Facultad de Ciencias, UNALM. https://hdl.handle.net/20.500.12996/6575
Aryal, D.R., Morales-Ruiz, D.E., López-Cruz, S., Tondopó-Marroquín, C.N., Lara-Nucamendi, A., Jiménez-Trujillo, J.A., Pérez-Sánchez, E., Betanzos-Simon, J.E., Casasola-Coto, F.C., Martínez-Salinas, A., Sepúlveda-López, C.J., Ramírez-Díaz, R., Arias, M.A., Guevara-Hernández, F., Pinto-Ruiz, R., Ibrahim, M. 2022. Silvopastoral systems and remnant forests enhance carbon storage in livestock-dominated landscapes in Mexico. Scientific Reports 12, 16769. https://doi.org/10.1038/s41598-022-21089-4
Cabrera, A.L. 1976. Regiones fitogeográficas argentinas. In W. F. Kugler (eds), Enciclopedia argentina de agricultura y jardinería. Tomo II. Acme, Buenos Aires, Argentina, 85 pp.
Cangiano, M.L., Cendoya, M.A., Álvarez Redondo, M., Ernst, R.D., Gómez, M.M., Larroulet, M.S., López, G.E., Estelrich, H.D., Morici, E.F.A., Suárez, C.E., Sawczuk, N., Reyes, M., Risio Allione, L., Bogino, S.M. 2021. Ecosystem Services of the Prosopis caldenia. Woodlands in the Argentinean Pampas. In R. Batista (eds), Prosopis Properties, Uses and Biodiversity. Plant Science Research and Practices. New York, Nova Science Publishers.
Chen, F., Jia, H., Du, E., Chen, Y., Wang, L. 2024. Modeling of the cascading impacts of drought and forest fire based on a Bayesian network. International Journal of Disaster Risk Reduction 111, 104716. https://doi.org/10.1016/j.ijdrr.2024.104716
Cisneros-Vaca, C., Calahorrano, J., Manzano, M. 2024. Análisis espacial y temporal de incendios forestales en el Ecuador utilizando datos de sensores remotos. Colombia Forestal 27(1), 1-18. https://doi.org/10.14483/2256201X.20111
Conciani, D.E., Pereira dos Santos, L., Freire Silva, T.S., Durigan, G., Alvarado, S.T. 2021. Human-climate interactions shape fire regimes in the Cerrado of São Paulo state, Brazil. Journal for Nature Conservation 61, 126006. https://doi.org/10.1016/j.jnc.2021.126006
de Titto, E., Savino, A. 2021. Sobre la importancia de los incendios forestales. Revista ISALUD 79, 52-62. Available in: https://www.academia.edu/61488733/Sobre_la_importancia_de_los_incendios_forestales
Del Valle Ledesma, R.R. 2020. Mecanismos de coexistencia pastos-arbustos en sitios ecológicos del Chaco semiárido. [Doctoral thesis]. Facultad de Agronomía, UBA. http://hdl.handle.net/20.500.12123/11464
Ertugrul, M., Varol, T., Ozel, H.B., Cetin, M., Sevik, H. 2021. Influence of climatic factor of changes in forest fire danger and fire season length in Turkey. Environmental Monitoring and Assessment 193(28). https://doi.org/10.1007/s10661-020-08800-6
Estelrich, H.D., Suárez, C.E., Morici, E.F.A. 2022. El fuego en áreas de bosque con pajonal y fachinales. In H. D. Estelrich, C. E. Suárez (eds), El bosque de caldén: un abordaje multidisciplinario para su manejo y conservación. Santa Rosa, EdUNLPam.
Fernandes, R., Leblanc, S.G. 2005. Parametric (modified least squares) and non-parametric (Theil–Sen) linear regressions for predicting biophysical parameters in the presence of measurement errors. Remote Sensing of Environment 95(3), 303-316. https://doi.org/10.1016/j.rse.2005.01.005
Ferrelli, F., Brendel, A.S., Piccolo, M.C., Perillo Gerardo M.E. 2020. Evaluación de eventos secos y húmedos en el contexto del cambio climático: el caso del sur de la región pampeana (Argentina). Papeles de Geografía 66, 27-46. http://doi.org/10.6018/geografia.431671
Gardón, R. 2014. Distribución espacial de especies de la flora del Monte Occidental de la provincia de La Pampa y su relación con factores abióticos. [Bachelor’s thesis]. FCEyN, Universidad Nacional de La Pampa. https://repo.unlpam.edu.ar/handle/unlpam/2097
Gebrechorkos, S.H., Peng, J., Dyer, E., Miralles, D.G., Vicente-Serrano, S.M., Funk, C., Beck, H. E., Asfaw, D.T., Singer, M.B., Dadson, S.J. 2023. Global high-resolution drought indices for 1981–2022. Earth System Science Data 15, 5449-5466. https://doi.org/10.5194/essd-15-5449-2023
Gibson, A.C. 2012. Structure-function relations of warm desert plants. Springer. 222 pp.
Giordano, C.V., Aranzazú Guevara, H.E., Boccalandro, C.S., Villagra. P.E. 2011. Water status, drought responses, and growth of Prosopis flexuosa trees with different access to the water table in a warm South American desert. Plant Ecology 212, 1123-1134. https://doi.org/10.1007/s11258-010-9892-9
Giorgis, M.A., Zeballos, S.R., Carbone, L., Zimmermann, H., von Wehrden, H., Aguilar, R., Ferreras, A.E., Tecco, P.A., Kowaljow, E., Barri, F., Gurvich, D.E., Villagra, P., Jaureguiberry, P. 2021. A review of fire effects across South American ecosystems: the role of climate and time since fire. Fire Ecology 17(11), 1-20. https://doi.org/10.1186/s42408-021-00100-9
Harrison, S.P., Prentice, I.C., Bloomfield, K.J., Dong, N., Forkel, M., Forrest, M., Ningthoujam, R.K., Pellegrini, A., Shen, Y., Baudena, M., Cardoso, A.W., Huss, J.C., Joshi, J., Oliveras, I., Pausas, J.G., Simpson, K.J. 2021. Understanding and modelling wildfire regimes: an ecological perspective. Environmental Research Letters 16, 125008. https://doi.org/10.1088/1748-9326/ac39be
Hyndman, R.J., Khandakar, Y. 2008. Automatic time series forecasting: the forecast package for R. Journal of statistical software 27, 1-22. https://doi.org/10.18637/jss.v027.i03
IPCC. 2023. AR6 Synthesis Report: Climate Change. 2023. Available in: https://www.ipcc.ch/report/sixth-assessment-report-cycle/
Kala, C.P. 2023. Environmental and socioeconomic impacts of forest fires: A call for multilateral cooperation and management interventions. Natural Hazards Research 3, 286-294. https://doi.org/10.1016/j.nhres.2023.04.003
Kamruzzaman, M., Rahman, A.T., Ahmed, M.S., Ahmed, S., Kabir, E.E., Mazumder Q.H., Rahman, M.S., Jahan, C.S. 2018. Spatio-temporal analysis of climatic variables in the western part of Bangladesh. Environment Development and Sustainability journal 20, 89-108. https://doi.org/10.1007/s10668-016-9872-x
Kirkland, M. Atkinson, P.W., Aliácar, S., Saavedra, D., De Jong, M.C., Dowling, T.P.F., Ashton-Butt, A. 2024. Potected areas, drought, and grazing regimes influence fire occurrence in a fire-prone Mediterranean region. Fire Ecology 20, article 88. https://doi.org/10.1186/s42408-024-00320-9
Lacouture, D.L., Broadbent, E.N., Crandall, R.M. 2020. Detecting vegetation recovery after fire in a fire-frenquented habitat using normalized difference vegetation index (NDVI). Forests 11(7), 749. http://doi.org/10.3390/f11070749
Luo, N., Mao, D., Wen, B., Liu, X. 2020. Climate Change Affected Vegetation Dynamics in the Northern Xinjiang of China: Evaluation by SPEI and NDVI. Land 9(3), 90. https://doi.org/10.3390/land9030090
Masanta, S.K., Srinivas, V.V. 2022. Proposal and evaluation of nonstationary versions of SPEI and SDDI based on climate covariates for regional drought analysis. Journal of Hidrology 610, 127808. https://doi.org/10.1016/j.jhydrol.2022.127808
Méndez, M.J., Bongianino, S., Casagrande, G., Vergara, G. 2018. Impacto de El Niño oscilación del Sur (ENSO) y la fecha de siembra en la evolución del agua almacenada en el suelo durante el cultivo del maíz. Semiárida 28(1), 11-22. http://doi.org/10.19137/semiarida.2018(01).1122
Mousavi, R., Johnson, D. Kroebel, R., Byrne, J. 2023. Analysis of historical drought conditions based on SPI and SPEI at various timescales in the South Saskatchewan River Watershed, Alberta, Canada. Theoretical and Applied Climatology 153, 873-887. https://doi.org/10.1007/s00704-023-04495-0
Mosiejchuk, M.A., Mazzola, M.B. 2025. Ocurrencia de incendios forestales en la Provincia de La Pampa, Argentina (2005-2017). Semiárida 35(1), 5-20. http://doi.org/10.19137/semiarida.2025(1).5-20
Musei, S.K., Nyaga, J.M., Dubow, A.Z. 2021. SPEI-based spatial and temporal evaluation of drought in Somalia. Journal of Arid Environments 184, 104296. https://doi.org/10.1016/j.jaridenv.2020.104296
Naval Fernández, M.C., Albornoz, J., Bellis, L.M., Baldini, C., Arcamone, J., Silvetti, L., Álvarez, M.P., Argañazar, J.P. 2023. Megaincendios 2020 en Córdoba: Incidencia del fuego en áreas de valor ecológico y socioeconómico. Ecología Austral 33, 136-151. https://doi.org/10.25260/EA.23.33.1.0.2120
Obando Cabrera, L., Hantson, S., Barragán Barrera, D.C. 2022. Chispas, cambio climático y actividades humanas. El triángulo de fuego que está quemando nuestros ecosistemas. Revista de Divulgación Científica 6(2022). https://doi.org/10.12804/dvcn_10336.37296_num6
Oruezabal, V.A., Martin, P.B., Castañeda, M.E. 2022. Los cambios observados en el régimen de precipitación en la Patagonia Argentina. Revista de la Facultad de Agronomía, UNLP 121(2). Available in: http://portal.amelica.org/ameli/journal/23/233665010/
Oyarzabal, M., Clavijo, J., Oakley, L., Biganzoli, F., Tognetti, P., Barberis, I., Maturo, H. M., Aragón, R., Campanello, P. I., Prado, D., Oesterheld, M., Leo, R. J. C. 2018. Unidades de vegetación de la Argentina. Ecología Austral 28, 40-63. https://doi.org/10.25260/EA.18.28.1.0.399
Pausas, J.G., Keeley, J.E. 2021. Wildfires and global change. Frontiers in Ecology and the Environment 19(7), 387-395. https://doi.org/10.1002/fee.2359
Reyes Bueno, F., Balcázar Gallegos, C. 2021. Factores que inciden en la probabilidad de ocurrencia de incendios forestales en Ecuador. FIGEMPA, Investigación y Desarrollo 11(1), 50-60. https://doi.org/10.29166/revfig.v11i1.2634
Ricard, M.F., Mayer, M.A., Viglizzo, E.F. 2022. El impacto de la demanda de proteína de carne vacuna y soja en las emisiones de carbono en Argentina durante las dos primeras décadas del siglo XXI. Environment Science and Pollution Research 29, 20939-20946. https://doi.org/10.1007/s11356-021-16744-8
Rodríguez, L.B. 2024. Variación de la vegetación leñosa con relación al clima y disturbios antrópicos y naturales en el ecotono sur Espinal-Monte. [Doctoral thesis]. Facultad de Ciencias Agrarias y Forestales, Universidad Nacional de La Plata. https://doi.org/10.35537/10915/171501
Rogers, B.M., Balch, J.K., Goets, S.J., Lehmann, C.E.R., Turetsky, M. 2020. Focus on changing fire regimes: interactions with climate, ecosystems and society. Environment Research Letters 15, 030201. https://doi.org/10.1088/1748-9326/ab6d3a
RStudio Team. 2020. RStudio: Integrated Development for R. RStudio, PBC, Boston, MA. http://www.rstudio.com/
Santacruz-García, A.C., Bravo, S., del Corro, F., Ojeda, F. 2019. A comparative assessment of plant flammability through a functional approach: The case of woody species from Argentine Chaco region. Austral Ecology 44, 1416-1429. https://doi.org/doi:10.1111/aec.12815
Secretaría de Ambiente y Desarrollo Sustentable de la Nación (SAyDS). 2018. Estadística de incendios forestales (ISSN 1850-7239).
Sen, P.K. 1968. Estimates of the regression coefficient based on Kendall’s Tau. Journal of the American Statistical Association 63(24), 1379-1389. https://www.jstor.org/stable/2285891
Shao, Y., Fan, G., Feng, Z., Sun, L., Yang, X., Ma, T., Li, X.S., Fu, H., Wang, A. 2023. Prediction of forest fire occurrence in China under climate change scenarios. Journal of Forestry Research 34, 1217-1228. https://doi.org/10.1007/s11676-023-01605-6
Shi, G., Yan, H., Zhang, W., Dodsona, J., Heijnis, H., Burrows, M. 2021. Rapid warming has resulted in more wildfires in northeastern Australia. Science of the Total Environment 771, 144888. https://doi.org/10.1016/j.scitotenv.2020.144888
Singh, S. 2022. Forest fire emissions: A contribution to global climate change. Frontiers in Forest and Global Change 5, 925480. https://doi.org/10.3389/ffgc.2022.925480
Tirivarombo, S., Osupile, D., Eliasson, P. 2018. Drought monitoring and analysis: Standardised Precipitation Evapotranspiration Index (SPEI) and Standardized Precipitation Index (SPI). Physics and Chemistry of the Earth 106, 1-10. https://doi.org/10.1016/j.pce.2018.07.001
Utello, M.J. 2024. Carbon balance in the silvopastoral systems of Caldén forest: sources or sinks of greenhouse gasses? Agroforest System 98(5). https://doi.org/10.1007/s10457-024-00984-x
Vega, J.A., Fernández, C. 2020. La interfaz urbano-forestal-agrícola en Galicia y el riesgo de incendio. In Fernández, C., Vega J.A. (eds), Retos en el manejo de combustibles en masas forestales y en la interfaz urbano-forestal, pp. 103-128. Santiago de Compostela, Andavira. Available in: https://lourizan.xunta.gal/sites/default/files/manejocombustiblesenmasasforestales.pdf
Vicente-Serrano, S.M., Beguería, S., López-Moreno, J.I. 2010. A multiscalar drought index sensitive to global warming: The standardized precipitation evapotranspiration index. Journal of Climate 23(7), 1696-1718. https://doi.org/10.1175/2009JCLI2909.1
Vidal-Riveros, C., Souza-Alonso, P., Bravo, S., Laino, R., Bieng, M.A.N. 2023. A review of wildfires effects across the Gran Chaco region. Forest Ecology and Management 549, 121432. https://doi.org/10.1016/j.foreco.2023.121432
Villagra, P.E., Álvarez, J.A., Karlin, M., Meglioli, P.A., Vega Riveros, C.C, Zapata, R., Abraham, E.M., Álvarez, L., Aschero, V., Cesca, E.M., Coirini, R.O., Cony, M.A., Gatica, M.G., Karlin, U.O.T., Melián, E., Mora, S., Morales, M.S., Prieto, M.R., Pucheta, E.R., Ribas Fernandez, Y.A., Roig, S.A., Rojas, J.F., Rolhauser, A.G., Rubio, M.C., Rubio, M.C., Sartor, C.E., Tonolli, A.J. 2021. Bosques de la región del Monte. In Uso sostenible del bosque: Aportes desde la Silvicultura Argentina, pp. 443-541. Presidencia de la Nación. Ministerio de Ambiente y Desarrollo Sostenible. http://hdl.handle.net/11336/170260
Villagra, P.E., Cesca, E., Alvarez, L.M., Delgado, S., Villalba, R. 2024. Spatial and temporal patterns of forest fires in the Central Monte: relationships with regional climate. Ecological Processes 13(5). https://doi.org/10.1186/s13717-023-00481-6
Xu, R., Yu, P., Abramson, M.J., Johnston, F.H., Samet, J.M., Bell, M.L., Haines, A., Ebi, K.L., Li, S., Guo, Y. 2020. Wildfires, Global Climate Change, and Human Health. The New England Journal of Medicine 383(22), 2173-2181. https://doi.org/10.1056/NEJMsr2028985
Zamora Fernández, M.A., Azanza, R.J., Bezanilla Morlot, A. 2022. Impacto del cambio climático en la generación de incendios forestales en Las Tunas. Revista Cubana de Ciencias Forestales 10(2), 150-168. http://ref.scielo.org/z22tgx
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 María Sol Rossini, Carla Etel Suárez

This work is licensed under a Creative Commons Attribution 4.0 International License.
The authors retain copyright of articles and authorize Cuadernos de Investigación Geográfica / Geographical Research Letters the first publication. They are free to share and redistribute the article without obtaining permission from the publisher as long as they give appropriate credit to the editor and the journal.
Self-archiving is allowed too. In fact, it is recommendable to deposit a PDF version of the paper in academic and/or institutional repositories.
It is recommended to include the DOI number.
This journal is licensed under a Creative Commons Attribution 4.0 International License