Space-time detection of deforestation, forest degradation and regeneration In montane forests of eastern Tanzania
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Date
2020
Journal Title
Journal ISSN
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Publisher
elservier
Abstract
Naturally isolated montane forests in East Africa are hotspots of biodiversity, often characterised by high species
endemism, and are fundamental contributors to water services. However, they are located in areas highly sui-
table for agriculture, making them a prime target for agricultural activities. The Eastern Arc Mountains (EAM) in
Eastern Tanzania are within the target regions for agricultural development under the Southern Agricultural
Growth Corridor of Tanzania (SAGCOT). However, forest monitoring initiatives that track long-term forest
dynamics and the ecological impact of current agricultural development policies on forests, are lacking. Here, we
use the STEF (Space-Time Extremes and Features) algorithm and Landsat time series to track forest disturbances
(deforestation and degradation) and forest gains (regeneration) as spatio-temporal events over seventeen years
(2001–2017) in the montane forests of the Mvomero District in Tanzania. We found that 27 % (∼ 20 487 ha) of
montane forests were disturbed between 2001 and 2017, mainly led by deforestation (70 %). Small-scale crop
farms with maize, banana, and cassava crops, were the most planted on deforested areas. Most disturbances
occurred at lower elevation (lowland montane), but there was an increasing shift to higher elevations in recent
years (2011–2017). Forest disturbances exclusively occurred at small spatial scales, a pattern similar to other
forest montane landscapes in Africa, which lowers detection capabilities in global forest loss products. Our
locally calibrated and validated deforestation map (Producer's accuracy = 80 %; User’s accuracy = 78 %) shows
a gross underestimation of forest cover loss (> 10 000 ha) by global forest loss products in these mountainous
forest landscapes. Overall, we found few areas undergoing forest regeneration, with only 9 % of the disturbed
forest regenerating over 17 years. Long-term conversion to cropland prevented regeneration in the lowlands,
with regeneration mainly happening at higher elevations. However, the shift of deforestation and forest de-
gradation to higher elevations may challenge high elevation regeneration trends, leaving the remaining blocks of
montane forest in the Mvomero District at a risk of degradation and disappearance. Without effective forest
conservation measures, market-driven agricultural development is likely to trigger an expansion of cropland at
the expense of forests to meet the increased demand for the agricultural products promoted, with negative
impact on biodiversity, carbon sequestration and water services.
Description
Journal Article
Keywords
Forest loss, Regeneration, Tanzania, Montane forest, SAGCOT