Frontiers

Comparative evaluation of fast-learning classification algorithms for urban forest tree species identification using EO-1 hyperion hyperspectral imagery

Introduction: Accurate identification of forest tree species is essential for sustainable forest management, biodiversity assessment, and environmental monitoring. Urban forests, in particular, ...
housedigest

The Maple Tree Varieties To Plant In Fall For A Lifetime Of Spring Shade

When it comes to choosing a tree for a landscape, homeowners consider many things. Some plant trees for their aesthetic appeal, while others do so for their fruit. However, there are also many people ...
IEEE

TeDFL: Toward Text-Driven Few-Shot Learning for Forest Tree Species Classification With Airborne Hyperspectral Images

Abstract: Tree species classification is fundamental for forest inventory and sustainable silviculture. Airborne hyperspectral images (HSIs) can capture subtle spectral differences between tree ...
Post and Courier

Editorial: Mount Pleasant tree task force should set an example

As our planet warms, one crucial adaptation strategy is to make our cities and towns shadier, and the most beautiful way to do that is by planting more trees and taking better care of those already in ...
Frontiers

Dynamic and static integrated classification model of gas well based on XGBoost algorithm—an example from block S of Sulige tight sandstone gas field

Classification of gas wells is an important part of optimizing development strategies and increasing the recovery. The original classification standard of gas wells in the Sulige gas field has weak ...
techxplore

AI model classifies images with a hierarchical tree from broad to specific

A new AI model, H-CAST, groups fine details into object-level concepts as attention moves from lower to high layers, outputting a classification tree—such as bird, eagle, bald eagle—rather than ...