[HTML][HTML] Vegetation fuel characterization using machine learning approach over southern Portugal

FLM Santos, FT Couto, SS Dias… - Remote Sensing …, 2023 - Elsevier
Understanding the role of fire in the water and carbon cycles is crucial for understanding the
Earth's system. Remote sensing is a valuable tool for this purpose as it covers large areas …

Machine Learning Approach to Biomass Estimation: Integrating Satellite and Ground Data in Sal Forests of Jharkhand

K Anandita, AK Sinha, C Jeganathan - Journal of the Indian Society of …, 2024 - Springer
Abstract Accurately estimating Above Ground Biomass (AGB) is crucial for understanding
forest carbon dynamics and improving ecological monitoring. This study refines AGB …

[HTML][HTML] Machine learning feature importance selection for predicting aboveground biomass in African savannah with landsat 8 and ALOS PALSAR data

H Balzter, K Tansey - Machine Learning with Applications, 2024 - Elsevier
In remote sensing, multiple input bands are derived from various sensors covering different
regions of the electromagnetic spectrum. Each spectral band plays a unique role in land …

Validation of ESA-CCI forest biomass products over India: Methodological and data challenges and results

Y Bhat, MK Kripa, VK Dadhwal - Journal of the Indian Society of Remote …, 2024 - Springer
Forest aboveground biomass (AGB), an essential climate variable, is a major priority for the
delivery of usable products from multi-sensor remote sensing data. Recent AGB global …

Interacting Sentinel-2A, Sentinel 1A, and GF-2 Imagery to Improve the Accuracy of Forest Aboveground Biomass Estimation in a Dry-Hot Valley

Z Liu, T Huang, X Zhang, Y Wu, X Xu, Z Wang, F Zou… - Forests, 2024 - mdpi.com
Carbon absorption and storage in forests is one of the important ways to mitigate climate
change. Therefore, it is essential to use a variety of remote-sensing resources to accurately …

Carbon Storage and Environmental Determinants in a Tropical Rainforest Landscape

NI Igu, JU Ezenwenyi, CN Ayogu, NV Okolo - Open Journal of Ecology, 2023 - scirp.org
Tropical ecosystems sequester vast amounts of carbon but remain much varied across
different landscapes. In order to provide estimates on carbon storage for the ecosystem and …

Estimating Buyers' Contribution to Conservation Finance in the Palm Oil Industry: A Spatial Footprint Approach

KN Pasaribu, K Jespersen, CT Gallemore… - Available at SSRN … - papers.ssrn.com
With the rise of the EU CSRD, firms are under regulatory pressure to adhere to double
materiality. This requires firms divulge the ecological ramification of their sourcing practices …