Patterns and drivers of disturbance in tropical forest reserves of southern Ghana

Abstract

Ghana has retained a substantial area of tropical forests in an extensive network of protected reserves. These forests are impacted by land uses such as logging, mining, and agriculture as well as wildfires. We studied forest disturbance and recovery from 2013 to 2020 using annual maps of forest cover derived from Landsat imagery. Fire-associated disturbance was distinguished using VIIRS active fire data. We used boosted regression trees to model disturbances in closed and open forests as a function of climate variability, human accessibility, and landscape structure. A total of 3,562 km2 of forest reserves were disturbed, of which 17% (615 km2) were fire disturbances and 83% (2,946 km2) were non-fire disturbances. Of the total disturbed area, 68% was degradation (change from closed to open forest), 28% was open forest loss, and only 4% was closed forest loss. Over the same period, 2,702 km2 of forest reserves recovered, with 1,948 km2 of these recovering to closed-canopy forests. Fire disturbances were strongly associated with precipitation anomalies and occurred mostly in drier years, whereas non-fire disturbances had weaker relationships with precipitation. Disturbances in closed forests occurred in landscapes where closed forest cover was already low. In contrast, disturbances in open forests were most common in locations with intermediate levels of population pressure from nearby cities and proximity to non-forest land cover. The results support the idea that forest disturbance in Ghana is a multi-stage process involving degradation of closed forests followed by loss of the resulting open forests. Although non-fire disturbance rates are consistent from year to year, sharp increases in fire disturbance occur in drought years. Locations with the highest disturbance risk are associated with measurable indicators of climate, human pressure, and fragmentation, which can be used to identify these areas for conservation and forest restoration activities.

Current and Near-Term Earth-Observing Environmental Satellites, Their Missions, Characteristics, Instruments, and Applications

“…VIIRS data serve a wide range of applications in addition to weather and climate research, contributing to better understanding of large-scale land cover changes. These include regional droughts, wildfires, floods, and applications like crop prediction, food security, urban expansion, forest die off, increasing or decreasing agricultural land [ 193 , 194 , 195 , 196 ]. VIIRS provides data for agricultural management, fire monitoring [ 197 ] gas flaring [ 198 ], and maritime forecasting products for navigating sea ice and support fishing [ 191 ].…”

Increasing Fire Activity in African Tropical Forests Is Associated With Deforestation and Climate Change

“…Fire was estimated to drive 25% of the net biomass exchange in tropical Africa in response to responses to El Niño in 2015 (Liu et al, 2017). Fire accounted for 45% of the total area of forest loss and degradation in Ghana during the 2016 El Niño drought versus <10% in other years (Wanyama et al, 2023).…”

Reassembly of a tropical rainforest ecosystem: A new chronosequence in the Ecuadorian Chocó tested with the recovery of tree attributes

“…Shifting agriculture is one of the primary drivers of forest loss in tropical regions (Curtis et al, 2018). The disturbance of tropical forests for agricultural purposes can promote edge effects and the isolation of forest patches (Malhi et al 2014;Wanyama et al 2023). Distance to source populations and the amount of forest left at different radii are critical factors influencing how animals mediate key ecosystem functions such as seed dispersal, pollination, host plant defense, predation, parasitism, and decomposition (Lundberg & Moberg, 2003;Tylianakis & Morris, 2017).…”