Caroline Lorenci Mallmann

Statistics

Publications

Citations

155

H-Index

Active since

2020

Affiliations

Universidade Federal de Santa Maria(Current)

Instituto Rio Grandense do Arroz

Universidade Federal de Viçosa

Universidade Federal dos Vales do Jequitinhonha e Mucuri

Caroline Lorenci Mallmann is an author at Universidade Federal de Santa Maria specializing in remote sensing, unmanned aerial vehicle forest inventory, and remote sensing for forest inventory.

ORCID

Publications per year

2020–2023

Publications

Estimation of soybean yield from machine learning techniques and multispectral RPAS imagery

Fernando Coelho Eugênio, Mara Grohs, Luan Peroni Venâncio et al. · Remote Sensing Applications Society and Environment · 2020 · 48 citations

Agriculture, Agronomy, Crop Sciences +14

Modeling and detection of invasive trees using UAV image and machine learning in a subtropical forest in Brazil

Sally Deborah Pereira da Silva, Fernando Coelho Eugênio, Roberta Aparecida Fantinel et al. · Ecological Informatics · 2023 · 43 citations

Natural Resources, Ecology, Forestry +17

Remotely piloted aircraft systems and forests: a global state of the art and future challenges

Fernando Coelho Eugênio, Cristine Tagliapietra Schons, Caroline Lorenci Mallmann et al. · Canadian Journal of Forest Research · 2020 · 29 citations · Full text

Natural Resources, Biodiversity Conservation, Forestry +17

Estimated flooded rice grain yield and nitrogen content in leaves based on RPAS images and machine learning

Fernando Coelho Eugênio, Mara Grohs, Mateus Sabadi Schuh et al. · Field Crops Research · 2023 · 14 citations

Agriculture, Agronomy, Plant Sciences +17

Vegetation Index Based In Unmanned Aerial Vehicle (Uav) To Improve The Management Of Invasive Plants In Protected Areas, Southern Brazil

Caroline Lorenci Mallmann, A. F. Zaninni, Waterloo Pereira Filho · 2020 · 11 citations

Natural Resources, Biodiversity Conservation, Ecology +17

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