Spatial and Seasonal Variability of Precipitation in Napo Province Using ERA5 Data (2000–2024)

Authors

Keywords:

Ecuadorian Amazon, climatology, seasonality, precipitation, ERA5 reanalysis

Abstract

The Andean–Amazonian relief makes precipitation difficult to represent in areas with sparse weather-station coverage. This study characterized the spatial and seasonal variability of precipitation in Napo Province, Ecuador, from 2000 to 2024 using ERA5 reanalysis. Daily totals from 17 grid cells at 0.25° located within the provincial boundary were processed to calculate monthly and seasonal climatologies, descriptive statistics, and the Walsh and Lawler Seasonality Index. Mean provincial annual precipitation was 3,451.45 mm, with a standard deviation of 407.60 mm and a coefficient of variation of 11.81%. The wettest year was 2018 (4,209.84 mm), whereas 2002 had the lowest total (2,810.53 mm). March–April–May was the wettest season (1,048.62 mm), while September–October–November was the least rainy (752.97 mm). The Seasonality Index was 0.139, indicating a highly uniform distribution of rainfall throughout the year. Spatially, annual averages ranged from 1,927.50 to 5,420.95 mm, revealing a gradient related to the transition between Andean slopes and Amazonian lowlands. The results provide a reproducible baseline for water and land management, although they should be interpreted considering reanalysis limitations over complex terrain.

References

Arias, P. A., Garreaud, R., Poveda, G., Espinoza, J. C., Molina-Carpio, J., Masiokas, M., Viale, M., Scaff, L., & van Oevelen, P. J. (2021). Hydroclimate of the Andes Part II: Hydroclimate variability and sub-continental patterns. Frontiers in Earth Science, 8, 505467. https://doi.org/10.3389/feart.2020.505467

Campozano, L., Ballari, D., Celleri, R., & Matovelle, C. (2020). Future meteorological droughts in Ecuador: Decreasing trends and associated spatio-temporal features derived from CMIP5 models. Frontiers in Earth Science, 8, 17. https://doi.org/10.3389/feart.2020.00017

Consorcio de Gobiernos Autónomos Provinciales del Ecuador. (2024). Provincia de Napo. https://www.congope.gob.ec/provincia-de-napo/

Hersbach, H., Bell, B., Berrisford, P., Hirahara, S., Horányi, A., Muñoz-Sabater, J., Nicolas, J., Peubey, C., Radu, R., Schepers, D., Simmons, A., Soci, C., Abdalla, S., Abellan, X., Balsamo, G., Bechtold, P., Biavati, G., Bidlot, J., Bonavita, M., et al. (2020). The ERA5 global reanalysis. Quarterly Journal of the Royal Meteorological Society, 146(730), 1999–2049. https://doi.org/10.1002/qj.3803

Intergovernmental Panel on Climate Change. (2021). Climate change 2021: The physical science basis. Cambridge University Press. https://doi.org/10.1017/9781009157896

Junquas, C., Heredia, M. B., Condom, T., Ruiz-Hernández, J. C., Campozano, L., Dudhia, J., Espinoza, J. C., Menegoz, M., Rabatel, A., & Sicart, J. E. (2022). Regional climate modeling of the diurnal cycle of precipitation and associated atmospheric circulation patterns over an Andean glacier region (Antisana, Ecuador). Climate Dynamics, 58, 3075–3104. https://doi.org/10.1007/s00382-021-06079-y

Lavers, D. A., Simmons, A., Vamborg, F., & Rodwell, M. J. (2022). An evaluation of ERA5 precipitation for climate monitoring. Quarterly Journal of the Royal Meteorological Society, 148(748), 3152–3165. https://doi.org/10.1002/qj.4351

Muñoz-Sabater, J., Dutra, E., Agustí-Panareda, A., Albergel, C., Arduini, G., Balsamo, G., Boussetta, S., Choulga, M., Harrigan, S., Hersbach, H., Martens, B., Miralles, D. G., Piles, M., Rodríguez-Fernández, N. J., Zsoter, E., Buontempo, C., & Thépaut, J.-N. (2021). ERA5-Land: A state-of-the-art global reanalysis dataset for land applications. Earth System Science Data, 13(9), 4349–4383. https://doi.org/10.5194/essd-13-4349-2021

Paredes-Trejo, F., Barbosa, H. A., & Kumar, T. V. L. (2021). Long-term spatiotemporal variation of droughts in the Amazon River Basin. Water, 13(3), 351. https://doi.org/10.3390/w13030351

Poveda, G., Espinoza, J. C., Zuluaga, M. D., Solman, S. A., Garreaud, R., & van Oevelen, P. J. (2020). High impact weather events in the Andes. Frontiers in Earth Science, 8, 162. https://doi.org/10.3389/feart.2020.00162

Runfola, D., Anderson, A., Baier, H., Crittenden, M., Dowker, E., Fuhrig, S., Goodman, S., Grimsley, G., Layko, R., Melville, G., Mulder, M., Oberman, R., Panganiban, G., Peck, A., Seitz, L., Shea, S., Slevin, H., Youngerman, R., & Hobbs, L. (2020). geoBoundaries: A global database of political administrative boundaries. PLOS ONE, 15(4), e0231866. https://doi.org/10.1371/journal.pone.0231866

Thielen, D. R., Ramoni-Perazzi, P., Zamora-Ledezma, E., Puche, M. L., Márquez, M., Quintero, J. I., & Arizapana-Almonacid, M. A. (2023). Effect of extreme El Niño events on the precipitation of Ecuador. Natural Hazards and Earth System Sciences, 23(4), 1507–1527. https://doi.org/10.5194/nhess-23-1507-2023

Walsh, R. P. D., & Lawler, D. M. (1981). Rainfall seasonality: Description, spatial patterns and change through time. Weather, 36(7), 201–208. https://doi.org/10.1002/j.1477-8696.1981.tb05400.x

Zippenfenig, P. (2023). Open-Meteo.com weather API [Computer software]. Zenodo. https://doi.org/10.5281/zenodo.7970649

Published

2025-08-30

How to Cite

Delgado, N. O. (2025). Spatial and Seasonal Variability of Precipitation in Napo Province Using ERA5 Data (2000–2024). Revista Coleta Científica, 9(18), e18228. Retrieved from http://portalcoleta.com.br/index.php/rcc/article/view/228

Issue

Section

Sustainability and Environment

ARK