
DISCOVER THE AMAZON
How is land use in the Amazon changing, and what can we learn from space, science, and on-the-ground fieldwork? This site explores research combining satellite data, GIS, and immersive field observations.
Abstract

The Amazon Basin is one of the most biodiverse regions on the planet, shaped by complex interactions between climate, hydrology, and forest dynamics. Its ecosystems support a vast range of plant and animal life, deeply influenced by seasonal flooding, soil variation, and natural succession. In recent decades, however, expanding human activity has led to significant changes in land use, altering forest structure, habitat connectivity, and ecological integrity. This research examines recent patterns of land use change along the Amazon River in Brazil, with a focus on forest succession, vegetation trends, and the ecological impacts of deforestation and development by analyzing long-term vegetation and surface moisture change between 1990 and 2024 in a flood-influenced region near Manaus, Brazil. Using NDVI and SWIR indices from Landsat data alongside high-resolution Planet imagery and ground-based field observations, we assess land cover trends and validate ecological interpretations at eight representative sites. Results show heterogeneous patterns of forest loss, regrowth, and surface moisture variation, with RENDVI analysis supporting NDVI–SWIR interpretations. This integrated approach highlights the value of combining satellite and field data for localized environmental monitoring in dynamic tropical landscapes.

Between 1966 and 2016, extensive research completed by Nobre et al. (2016) has documented significant land-use changes along the Amazon River in Brazil, profoundly impacting the region's ecosystems and communities. Deforestation, primarily driven by agricultural expansion, has been a major contributor to these transformations. Studies have highlighted that the Amazonian tropical forests have been disappearing rapidly due to deforestation for agriculture, posing high risks to biodiversity and ecological balance. The process of integrating the Amazon into global and national economies has resulted in widespread land-cover transformation, particularly with the expansion of agriculture and cattle ranching (Nobre et al., 2016).
The rapid pace of deforestation has not only contributed to biodiversity loss but has also increased the risk of irreversible ecological changes. Nobre et al.’s (2016) studies suggest that if deforestation exceeds 40% of the forested area, a large-scale shift towards a savanna-like ecosystem, particularly in the southern and eastern Amazon, could occur. They found the last five decades prior to 2016 were critical due to the intersection of deforestation, climate change, and socio-economic shifts. The Amazon has warmed by approximately 1°C over the 60 years prior to 2016, further compounding the environmental challenges posed by land-use changes (Nobre et al., 2016).
The consequences for ecosystems are dire, as the loss of forest cover disrupts the carbon cycle, increases soil erosion, and threatens a wide range of species that depend on the Amazon's dense forests. The region, once a thriving hub of biodiversity, has seen considerable ecological degradation, with many habitats becoming fragmented or disappearing altogether. This has resulted in a decrease in ecosystem services, including water regulation and climate stabilization, which have widespread implications for both local and global environments (Souza Jr. et al., 2023).
For local communities, these transformations have led to profound social and economic challenges. Traditional livelihoods, such as subsistence farming, fishing, and forest-based activities, are increasingly being displaced by industrial-scale agriculture and urbanization. Indigenous and rural populations in the Amazon have faced significant disruptions, as the land-use changes often come with increased conflicts over land rights and access to natural resources. Additionally, these changes have increased the vulnerability of these communities to environmental hazards, such as altered river flows, floods, and droughts, further threatening their way of life (Souza Jr. et al., 2023; Fearnside, 2019).
The socio-economic impacts are also marked by conflicts over land ownership and resource control, with rising tensions between large-scale agricultural operations and local landholders. The transformation of the region’s ecosystems is not only an environmental issue but also a pressing social concern, as these changes threaten the livelihoods and cultural heritage of the people who have historically lived in harmony with the land (Fearnside, 2019).
The demand for agricultural commodities, infrastructure development, and weak institutional frameworks have accelerated environmental degradation. The deforestation-driven model of rural development has proven to be unsustainable, necessitating a shift that balances conservation with innovative, high-value economic activities (Nobre et al., 2016). Despite significant reductions in deforestation—particularly in the Brazilian Amazon, where an 80% decline has been observed over between 2006 and 2016—continued economic pressures threaten to reverse these gains (Nobre et al., 2016).
The loss of forested areas, combined with the social and economic challenges faced by rural and indigenous populations, underscores the urgent need for more sustainable land management practices and policies to protect both the environment and the well-being of those who depend on it (Fearnside, 2019). Sustainable land management practices and stronger protection of the region's biodiversity are critical to mitigating the adverse effects of these changes and supporting the resilience of both the environment and local populations (Souza Jr. et al., 2023; Fearnside, 2019).
Introduction
Study Area
The study area lies in the central Amazon region near Manaus, Brazil, encompassing a mix of urban zones, river systems, and surrounding forest. This region was selected due to its ecological diversity, accessibility, and visible land use changes from urban expansion, agriculture, and logging over the past several decades.
Site locations are marked in red
- Need to add additional study sites to map

Rationale
&
Objectives

Rationale
Land-use change in the Amazon Basin has significant implications for biodiversity conservation, ecosystem services, and the livelihoods of local communities. While remote sensing provides powerful tools for detecting landscape-scale changes, it is often limited by classification challenges in tropical environments. Ground-truthing and field-based ecological indicators remain essential to improve accuracy and ecological interpretation.
This study presents a contemporary assessment of land use and forest condition at eight field sites along the Amazon River, using original data collected during a 2025 research expedition. These sites were selected to represent a range of vegetation types, land uses, and disturbance histories. Field observations were integrated with satellite-derived indices, including NDVI, SWIR, and RENDVI, to evaluate vegetation health and surface moisture. By pairing high-resolution PlanetScope imagery provided by Planet Labs PBC with ground-based documentation, this study offers a localized validation of remote sensing trends and supports more accurate interpretations of tropical forest dynamics. The findings contribute to ongoing efforts to monitor environmental change and inform sustainable land management in one of the world’s most ecologically important regions.
Hypotheses
This study investigates the relationship between land use changes and forest ecosystem integrity along the Amazon River using field surveys and remote sensing data. The following hypotheses will be tested:
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Areas that experienced significant NDVI decline from 2000 to 2025 also show increased SWIR reflectance, indicating vegetation loss and surface drying associated with deforestation or land degradation.
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Sites classified as stable or recovering forest cover in Landsat data will show visual agreement with PlanetScope imagery and field photographs collected in 2024.
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Land use transitions from forest to agriculture or settlement are spatially correlated with reductions in ecosystem integrity, as measured by spectral indices and field observations of vegetation structure.
Research Objectives
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Validate satellite-based land cover classifications through ground-truthing and standardized vegetation surveys across primary forest, secondary growth, and anthropogenic land uses.
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Compare 2024 Landsat-based analysis with historical satellite data to identify trends in forest recovery, degradation, and land use transitions over the past two decades, using PlanetScope imagery and field photos for site-specific verification.