Journal of Saffron Research

Journal of Saffron Research

Temporal and Spatial Analysis of Meteorological Drought Variations During the Saffron Growing Season using the SPI and SPEI Indices in Khorasan Razavi Province

Document Type : Original Article

Authors
1 PhD of Climatology, Department of Physical Geography, Faculty of Social Sciences, University of Mohaghegh Ardabili, Ardabil, Iran.
2 Professor of Climatology, Department of Physical Geography, Faculty of Social Sciences, University of Mohaghegh Ardabili, Ardabil, Iran.
Abstract
Introduction: The cultivation of saffron is highly important due to the distinctive characteristics of this valuable crop. Since Iran is the main global production center of saffron and a large proportion of farmers’ livelihoods, especially in northeastern Iran, depend on this plant, evaluating its various climatic conditions is essential. Given the economic importance of this crop, special attention must be paid to its growth conditions during the critical season, particularly autumn. Among the most important meteorological variables affecting saffron growth are precipitation and temperature; a decrease in precipitation and an increase in temperature can lead to drought and, consequently, serious damage to saffron plants.

Materials and Methods: In this study, monthly temperature and precipitation data for eight synoptic meteorological stations over a 20-year period (2004–2023) were used, and the data were obtained from the Meteorological Organization of Iran. The study area was Razavi Khorasan Province, located in northeastern Iran, within the geographical coordinates of 33.5° to 37.5° N latitude and 56° to 61.5° E longitude. To analyze the effect of drought on saffron, a 3-month period was calculated for both drought indices because this period precisely overlaps with autumn, the active growth period of saffron. The index calculations were performed using R software. In this study, autumn was considered as the three months of September, October, and November, according to the World Meteorological Organization recommendations. Trend graphs were plotted for each station and each index over the two decades, and the trends and their significance were evaluated using the Mann–Kendall slope. Drought with an intensity lower than −1.5 in the SPI/SPEI indices leads to reduced bud formation, decreased flowering, and reduced corm growth. Therefore, all values lower than −1.5 were extracted for the autumn season and presented using a heatmap. Based on the number of extreme events at each station, the study area was classified into three categories—low-risk, moderate-risk, and high-risk—in terms of autumn drought risk for saffron. Finally, to determine the spatial pattern of autumn drought in Razavi Khorasan Province, the 20-year average of the two indices was calculated for each station.

Results and Discussion: Drought conditions at the eight synoptic stations were evaluated over the 20-year period based on the Mann–Kendall slope and significance levels. A negative slope indicated a downward trend (intensifying drought), while a positive slope indicated an upward trend (weakening drought). Drought risk classification based on the number of events (0–1: low-risk, 2–4: moderate-risk, 5 or more: high-risk) revealed that Mashhad and Neyshabur were high-risk stations with 7 and 5 events, respectively. In contrast, Kashmar and Torbat Jam were classified as low-risk stations with only one event each. Zoning maps of both indices showed that eastern parts of Razavi Khorasan Province experienced more severe drought conditions compared to the western parts. In other words, autumn moisture stress was lower in the western region, making it more suitable for saffron cultivation. Trend analysis indicated that the SPI index did not exhibit any statistically significant trends at any station, whereas the SPEI index showed significant trends at six stations: three stations at the 99.9% significance level and three at the 99% significance level. This highlights the critical role of temperature and evapotranspiration in intensifying drought across the region. The highest number of extreme drought events occurred at the Mashhad station (7), while the lowest occurred at Kashmar and Torbat Jam stations (1 each).

Conclusion: The findings of this study indicate that the eastern parts of the study area are more sensitive and susceptible to drought, while the western parts, owing to lower drought risk, provide more favorable conditions for saffron cultivation. The results further suggest that precipitation-deficit droughts were more destructive in terms of intensity than thermal–evaporative droughts.
Keywords

Aghamohamadi, S., khashei, A., Shahidi, A. & Hashemi, S. R. (2019). Drought risk assessment of Saffron by Montcarlo method. Saffron Agronomy and Technology, 7(3), 377-396. https://doi.org/10.22048/jsat.2018.119530.1286
Aliyari, V. and Sharifzadeh, M. (2025). Saffron (Crocus sativus L.) Cultivation Potential Zoning in Fars Province. Journal of Saffron Research, 13(2), 306-332. [in Persian]. https://doi.org/10.22077/jsr.2026.10735.1298
Ayoub, I. B., Ara, S., & Lone, S. A. (2024). Evaluating the sensitivity of saffron yield to climate change in Western Himalaya, India. A study from Kashmir Valley. In Climate Crisis, Social Responses and Sustainability: Socio-ecological Study on Global Perspectives (pp. 159-173). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-19747-3_9
Beguería, S., Vicente‑Serrano, S. M., Reig, F., & Latorre, B. (2014). Standardized precipitation evapotranspiration index (SPEI) revisited. International Journal of Climatology, 34(10), 3001–3023. https://doi.org/10.1002/joc.3887
Dowlatabadi, S., and Khashei Siuki, A., (2019). Estimation of saffron yield using RDI drought index (Case study: South Khorasan Province). Journal of Saffron Research, 7(1), 161-176. https://doi.org/10.22077/jsr.2017.621.1023
FAO (2023). FAOSTAT agricultural production database
Ghazi, B., Salehi, H., Cheshami, M., Zeydalinejad, N., & Linh, N. T. T. (2025). Projection of climate change impact on main climate variables and assessment of the future of Köppen–Geiger climate classification in Iran. Acta Geophysica, 73 (2), 2017-2027. https://doi.org/10.1007/s11600-024-01457-6
Hayes, M. J., Svoboda, M. D., Wiihite, D. A., & Vanyarkho, O. V. (1999). Monitoring the 1996 Drought Using the Standardized Precipitation Index. Bulletin of the American Meteorological Society, 80(3), 429-438. https://doi.org/10.1175/1520-0477(1999)080<0429:MTDUTS>2.0.CO;2
Herman, E. (2024). Sustainable agriculture and its impact on the rural development in EU countries: A multivariate analysis. Land, 13(7), 947.  https://doi.org/10.3390/land13070947
Javan, K., & Movaghari, A. (2024). Trend analysis of temperature changes in Northwest of Iran using extreme indices and its relation to atmospheric circulation. Water & Soil, 38 (5), 629-647. [in Persian]. https://doi.org/10.22067/jsw.2024.86169.1366
Kheyruri, Y., Sharafati, A., & Neshat, A. (2023). The socioeconomic impact of severe droughts on agricultural lands over different provinces of Iran. Agricultural Water Management, 289 (30), 21-33 https://doi.org/10.1016/j.agwat.2023.108550
Khodashenas, A. (2018). Separating processing operations from production: A desirable approach for improving the quality and economics of Iranian saffron. Saffron Promotional Journal, 1 (1), 41- 48. [in Persian]. https://se.areeo.ac.ir/article_118411.html
Koocheki, A. (2004). Saffron production and processing. Ferdowsi University Press.  [in Persian]
Koocheki, A., & Khajeh‑Hosseini, M. (2008). Opportunities for saffron production in Iran. Acta Horticulturae.
Khorramdel, S. and Mirzaeian, A. (2025). Impact of Climate Change on Saffron Production: Issues, Challenges, and Opportunities. Journal of Saffron Research, 13(1), 173-197. https://doi.org/10.22077/jsr.2025.9147.1269
McKee., T.B., Doesken, N.J., & Kleist, J. (1993). The Relationship of Drought Frequency and Duration to Time Scales, Eighth Conference on Applied Climatology, 17-22 January Anaheim, California
Mehmeti, A., Candido, V., Canaj, K., Castronuovo, D., Perniola, M., D’Antonio, P., & Cardone, L. (2024). Energy, environmental, and economic sustainability of saffron cultivation: insights from the first European (Italian) case study. Sustainability, 16(3), 1179. https://doi.org/10.3390/su16031179
Rusdiyana, E., Sutrisno, E., & Harsono, I. (2024). A bibliometric review of sustainable agriculture in rural development. West Science Interdisciplinary Studies, 2(03), 630-637.  https://doi.org/10.58812/wsis.v2i03.747
Saeedi, I., Mortazavi, S. and Hassanvand, M. (2026). Comparative Analysis of A1FI-MI and B1TME Climate Change Scenarios on Iranian Saffron Cultivation. Desert Ecosystem Engineering, 14(49), 29-42. https://doi.org/10.22052/deej.2025.257048.1110
Shaha, R., Bharadiya, N., and Manekar, V. 2015. Drought index computation using Standardized Precipitation Index (SPI) method for Surat district. Gujarat. Aquatic Procedia 4: 1243-1249. https://doi.org/10.1016/j.aqpro.2015.02.162
Shahdost, Z., Ahmadvand, M. (2021). Feasibility study of saffron cultivation from farmers’ viewpoint in villages of Arsanjan County. Journal of Saffron Research, 9(1), 61-78. [in Persian]. https://doi.org/10.22077/jsr.2020.3270.1128
Spinoni, J., Naumann, G., Vogt, J., & Barbosa, P. (2015). European drought climatologies and trends based on a multi‑indicator approach. Global and Planetary Change, 127, 50–57. https://doi.org/10.1016/j.gloplacha.2015.01.012
Stagge, J. H., Tallaksen, L. M., Gudmundsson, L., Van Loon, A. F., & Stahl, K. (2015). Candidate distributions for climatological drought indices (SPI and SPEI).
International Journal of Climatology, 35(13), 4027–4040.  https://doi.org/10.1002/joc.4267     
Tabari, H. (2020). Climate change impact on flood and extreme precipitation increases with water availability. Scientific Reports.
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
Zynal Zadeh, M., Janbaz Ghobadi, G., Motevalli, S., Taherian, M. and Kouhi, M. (2025). The Impact of Climatic Anomalies on Saffron Yield Case Study: Kashmar and Torbat-e Heydariyeh. Saffron Agronomy and Technology, 13(1), 59-81. https://doi.org/10.22048/jsat.2025.511404.1558