A two-decade analysis of the spatial and temporal variations in burnt areas across ecosystems of Zimbabwe

This is a Preprint and has not been peer reviewed. This is version 1 of this Preprint.

Add a Comment

You must log in to post a comment.


Comments

There are no comments or no comments have been made public for this article.

Downloads

Download Preprint

Supplementary Files
Authors

Munyaradzi Davis Shekede , Samuel Kusangaya , Courage B. Chavava, Isaiah Gwitira, Abel Chemura

Abstract

Understanding wildfire dynamics in space and over time is critical for wildfire control and management. In this study, fire data from MODIS (ESA/CCI/FireCCI/5_1) with ≥ 70% confidence level was used to characterise spatial and temporal variation in fire frequency in Zimbabwe between 2001 and 2020. Results showed that burnt area increased by 16% from 3,689 km2 in 2001 to 61,330km2 2011 and decreased in subsequent years reaching its lowest in 2020 (1161km2). Over, the 20-year period, an average of 40,086.56 km2 (11%) of land was burnt annually across the country. In addition, results of the regression analysis based on Generalised Linear Model illustrated that soil moisture, wind speed and temperature significantly explained variation in burnt area. Moreover, the four-year lagged annual rainfall was positively related with burnt area suggesting that some parts in the country (southern and western) are characterised by limited herbaceous production thereby increasing the time required for the accumulation of sufficient fuel load. The study identified major fire hotspots in Zimbabwe thorough the integration of remotely sensed fire data within a spatially analytical framework. This can provide useful insights into fire evolution that which can be used to guide wildfire control and management in fire prone ecosystems. Moreover, resource allocation for fire management and mitigation can be optimised through targeting areas most affected by wildfires especially during the dry season where wildfire activity is at its peak.

DOI

https://doi.org/10.31223/X5S08K

Subjects

Environmental Studies

Keywords

MODIS burnt area, climatic drivers, wildfire hotspots, lagged response

Dates

Published: 2023-03-31 04:52

Last Updated: 2023-03-31 08:52

License

CC BY Attribution 4.0 International

Additional Metadata

Data Availability (Reason not available):
1. The European Space Agency Fire Data is openly available at https://developers.google.com/earth-engine/datasets/catalog/ESA_CCI_FireCCI_5_1. 2. MODIS NDVI data is available at :https://appeears.earthdatacloud.nasa.gov. 3. Climate data used for determining key climatic drivers of wildfire in different vegetation types were downloaded from https://power.larc.nasa.gov/data-access-viewer/. 4. Yield data used in the study is available on request from the authors

Conflict of interest statement:
The authors declare no conflict of interests.