AI for Forestry

AI for Forestry (slides) English Español Português

Silvana Amaral Kampel

Overview lecture Introductory Educational materials South America Forests Land Use Supervised Learning

BiomasBR – INPE’s Vegetation Monitoring by Satellite Program

BiomasBR

Tool Intermediate Research South America Forests Land Use Supervised Learning

The Carbon Cycle

NASA Earth Observatory

Blog post Introductory National agency Global Carbon Capture & Sequestration Forests

Brazilian Greenhouse Gas Emissions by Sector

SEEG

Tool Introductory Research South America Forests Land Use Agriculture & Food

Beyond Deforestation: Carbon Emissions from Land Grabbing and Forest Degradation in the Brazilian Amazon

Sanne Kruid; Marcia N. Macedo; Seth R. Gorelik; Wayne Walker; Paulo Moutinho; Paulo M. Brando; Andrea Castanho; Ane Alencar; Alessandro Baccini; Michael T. Coe

Journal article Intermediate Research South America Forests Land Use Agriculture & Food Local and Indigenous Knowledge Systems

The Enduring World Forest Carbon Sink

Yude Pan; Richard A. Birdsey; Oliver L. Phillips; Richard A. Houghton; Jingyun Fang; Pekka E. Kauppi; Heather Keith; Werner A. Kurz; Akihiko Ito; Simon L. Lewis; Gert-Jan Nabuurs; Anatoly Shvidenko; Shoji Hashimoto; Bas Lerink; Dmitry Schepaschenko; Andrea Castanho; Daniel Murdiyarso

Journal article Intermediate Research Global Forests Carbon Capture & Sequestration

Methodology for Forest Monitoring used in PRODES and DETER Projects

Claudio Aparecido de Almeida; Luis Eduardo Pinheiro Maurano; Dalton de Morisson Valeriano; Gilberto Camara; Lubia Vinhas; Alessandra Rodrigues Gomes; Antonio Miguel Vieira Monteiro; Arlesson Antonio de Almeida Souza; Camilo Daleles Rennó; Daniel E. Silva; Marcos Adami; Maria Isabel Sobral Escada; Marisa da Motta; Silvana Amaral

Sofware documentation Intermediate National agency South America Forests Land Use

Terrabrasilis Platform

INPE

Data/Code Repository Intermediate National agency South America Forests Land Use

Brazil Data Cube Platform

Brazil Data Cube

Web application Advanced National agency South America Land Use Supervised Learning Unsupervised Learning

An Overview of Platforms for Big Earth Observation Data Management and Analysis

Vitor C. F. Gomes; Gilberto R. Queiroz; Karine R. Ferreira

Journal article Intermediate Research Global Land Use Supervised Learning Unsupervised Learning

Spatial deforestation patterns and the accuracy of deforestation mapping for the Brazilian Legal Amazon

Luis Eduardo Pinheiro Maurano; Maria Isabel Sobral Escada; Camilo Daleles Renno

Preprint paper Advanced Research South America Land Use Forests Supervised Learning Unsupervised Learning

Think global, cube local: an Earth Observation Data Cube’s contribution to the Digital Earth vision

Martin Sudmanns; Hannah Augustin; Brian Killough; Gregory Giuliani; Dirk Tiede; Alex Leith; Fang Yuan; Adam Lewis

Journal article Intermediate Research Global Land Use Supervised Learning Unsupervised Learning

Quality assessment of the PRODES Cerrado deforestation data

Leandro Parente; Sérgio Nogueira; Luis Baumann; Cláudio Almeida; Luis Maurano; Adriana Gomes Affonso; Laerte Ferreira

Journal article Advanced Research South America Land Use Forests Supervised Learning Unsupervised Learning

On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library

Marius Appel; Edzer Pebesma

Journal article Advanced Research Global Land Use Supervised Learning Unsupervised Learning

Digital Earth Africa

Digital Earth

Data/Code Repository Advanced Research Africa Land Use Supervised Learning Unsupervised Learning

Digital Earth Australia

Digital Earth

Data/Code Repository Advanced Research Oceania Land Use Supervised Learning Unsupervised Learning

Swiss Data Cube

Data/Code Repository Advanced Research Europe Land Use Supervised Learning Unsupervised Learning

Digital Earth Americas

Group on Earth Observations (GEO)

Data/Code Repository Advanced Research North America Land Use Supervised Learning Unsupervised Learning

CEOS Analysis Ready Data for Land

Committee on Earth Observation Satellites

Data/Code Repository Advanced Research Global Land Use Supervised Learning Unsupervised Learning

Land Use and Cover Mapping for Mato Grosso State, Brazil (2001–2017)

Rolf Simoes; Michelle C. A. Picoli; Gilberto Camara; Adeline Maciel; Lorena Santos; Pedro R. Andrade; Alber Sánchez; Karine Ferreira; Alexandre Carvalho

Dataset Intermediate Research South America Land Use Supervised Learning Unsupervised Learning

SITS – Satellite Image Time Series Analysis for Earth Observation Data Cubes

SITS Team

Dataset Intermediate Research South America Land Use Supervised Learning Unsupervised Learning

Planaveg 2025–2028 – National Plan for Native Vegetation Recovery

Ministry of Environment, Brazil

Policy document Advanced Policy South America Land Use Forests

Terraclass – Systemic Monitoring of Land Use and Cover

Terraclass

Web application Intermediate National agency South America Land Use Supervised Learning Unsupervised Learning

Site Quality Classification Models of Cunninghamia Lanceolata Plantations Using Rough Set and Random Forest West of Zhejiang Province, China

Chen Dong; Yuling Chen; Xiongwei Lou; Zhiqiang Min; Jieyong Bao

Journal article Intermediate Research Asia Forests Supervised Learning Unsupervised Learning

INPE's BiomasBR program - Monitoring deforestation, degradation and use and coverage by remote sensing

BiomasBR

Conference paper Intermediate Research South America Land Use Supervised Learning Unsupervised Learning

DETER-B: The New Amazon Near Real-Time Deforestation Detection System

Cesar Guerreiro Diniz; Arleson Antonio de Almeida Souza; Diogo Corrêa Santos; Mirian Correa Dias; Nelton Cavalcante da Luz; Douglas Rafael Vidal de Moraes

Journal article Intermediate Research South America Land Use

From imagery to ecology: leveraging time series of all available Landsat observations to map and monitor ecosystem state and dynamics

Valerie J. Pasquarella; Christopher E. Holden; Les Kaufman; Curtis E. Woodcock

Journal article Intermediate Research Global Land Use Ecology

Applications in Remote Sensing to Forest Ecology and Management

Alex M. Lechner; Giles M. Foody; Doreen S. Boyd

Journal article Introductory Research Global Societal Adaptation & Resilience Extreme Weather Disaster Management and Relief Weather & Climate Supervised Learning