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Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa

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Published in:Geo : Geography and Environment
Format: Online Article RSS Article
Published: 2026
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container_title Geo : Geography and Environment
description
discipline_display Geography
discipline_facet Geography
format Online Article
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genre Journal Article
id rss_article:70419
institution FRELIP
journal_source_facet Geo : Geography and Environment
last_indexed 2026-06-20T21:29:33.752Z
publishDate 2026
publishDateSort 2026
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spellingShingle Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
Geography
General
Geography
sub_discipline_display General
sub_discipline_facet General
subject_display Geography
General
Geography
subject_facet Geography
General
Geography
title Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_alt Evaluación de imágenes multiespectrales de UAV, aprendizaje automático y técnicas de análisis de imágenes para mapear taro y batata en tierras de cultivo de pequeños agricultores en Swayimane, Sudáfrica
Évaluation de l'imagerie multispectrale par UAV, de l'apprentissage automatique et des techniques d'analyse d'image pour la cartographie du taro et de la patate douce dans une petite exploitation agricole à Swayimane, Afrique du Sud
Avaliando Imagens Multiespectrais de UAV, Aprendizado de Máquina e Técnicas de Análise de Imagem para Mapear Taro e Batata-Doce em uma Terra Agrícola de Pequenos Agricultores em Swayimane, África do Sul
title_auth Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_es_txt Evaluación de imágenes multiespectrales de UAV, aprendizaje automático y técnicas de análisis de imágenes para mapear taro y batata en tierras de cultivo de pequeños agricultores en Swayimane, Sudáfrica
title_fr_txt Évaluation de l'imagerie multispectrale par UAV, de l'apprentissage automatique et des techniques d'analyse d'image pour la cartographie du taro et de la patate douce dans une petite exploitation agricole à Swayimane, Afrique du Sud
title_full Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_fullStr Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_full_unstemmed Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_pt_txt Avaliando Imagens Multiespectrais de UAV, Aprendizado de Máquina e Técnicas de Análise de Imagem para Mapear Taro e Batata-Doce em uma Terra Agrícola de Pequenos Agricultores em Swayimane, África do Sul
title_short Evaluating UAV Multispectral Imagery, Machine Learning and Image Analysis Techniques for Mapping Taro and Sweet Potato in a Smallholder Cropland in Swayimane, South Africa
title_sort evaluating uav multispectral imagery, machine learning and image analysis techniques for mapping taro and sweet potato in a smallholder cropland in swayimane, south africa
topic Geography
General
Geography
url https://rgs-ibg.onlinelibrary.wiley.com/doi/10.1002/geo2.70078?af=R