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Forest, Forest management, Forest growth and yield, Artificial intelligence, Forest biometrics
Peru, Brazil, Malaysia

Biography

He was born on June 20, 1991 in Lima, Peru. Graduated in Forestry Engineering from National University of Cajamarca (2015) and Masters Degree in Forest Science from Federal University of Viçosa (2021). Strong background in forest biometrics, statistics and growth-and-yield modeling with an emphasis on Forest Management in plantations. Acting mainly on the following topics: Forest inventory management, Data structure, Machine learning, Artificial intelligence, artificial neural networks, deep learning.

Activities

Education and qualifications (2)

Universidade Federal de Viçosa Departamento de Engenharia Florestal: Viçosa, MG, BR

Qualification
Source: Self-asserted source
Gianmarco Goycochea Casas

Consejo Nacional de Ciencia y Tecnología e Innovación Tecnológica: Lima, PE

2022-08-22 to 2024-08-22 | Investigador RENACYT (Grupo None - Nivel VII)
Qualification
CÓDIGO RENACYT: P0012683
Source: check_circle
CONCYTEC
grade
Preferred source (of 2)‎

Funding (1)

Modelagem do crescimento e da produção de povoamentos de eucalipto utilizando regressão, redes neurais artificiais e redes profundas

2018-08 to 2021-02 | Contract
Fundação de Amparo à Pesquisa do Estado de Minas Gerais (Viçosa, Minas Gerais , BR)
GRANT_NUMBER: 507
Source: Self-asserted source
Gianmarco Goycochea Casas

Works (20)

MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon

Forests
2025-01-16 | Journal article
Contributors: Juan Rodrigo Baselly-Villanueva; Andrés Fernández-Sandoval; Evelin Judith Salazar-Hinostroza; Gloria Patricia Cárdenas-Rengifo; Ronald Puerta; Tony Steven Chuquizuta Trigoso; Yennifer Lisbeth Rufasto-Peralta; Geomar Vallejos-Torres; Gianmarco Goycochea Casas; Carlos Alberto Araújo Junior et al.
Source: check_circle
Crossref
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Preferred source (of 2)‎

Conversion Factor Estimation of Stacked Eucalypt Timber Using Supervised Image Classification with Artificial Neural Networks

Pertanika Journal of Science and Technology
2024 | Journal article
Contributors: de Barros, Vinicius Andrade; Soares, Carlos Pedro Boechat; da Silva, Gilson Fernandes; Casas, Gianmarco Goycochea; Leite, Helio Garcia
Source: check_circle
Web of Science Researcher Profile Sync

Quantifying solid volume of stacked eucalypt timber using detection-segmentation and diameter distribution models

Smart Agricultural Technology
2024-12 | Journal article
Contributors: Gianmarco Goycochea Casas; Zool Hilmi Ismail; Mathaus Messias Coimbra Limeira; Carlos Pedro Boechat Soares; José Marinaldo Gleriani; Daniel Henrique Brada Binoti; Carlos Alberto Araújo Júnior; Mohd Ibrahim Shapiai; Leonardo Ippolito Rodrigues; Tassius Menezes Araújo et al.
Source: check_circle
Crossref

Perfis e percepções das condições de trabalho de operadores de colheita florestal no sistema Cut-To-Length

Scientia Forestalis
2024-12-09 | Journal article
Part of ISSN: 2318-1222
Part of ISSN: 1413-9324
Contributors: Marcus Túlio de Abreu Teles; Amaury Paulo de Souza; Luciano José Minette; Pedro Henrique Guimarães Abrantes Lacerda; Bruno Leão Said Schettini; Arthur Araújo Silva; Paulo Henrique Villanova; Gianmarco Goycochea Casas; José Cola Zanuncio
Source: Self-asserted source
Gianmarco Goycochea Casas

Relación de los factores ambientales con la productividad de Eucalyptus globulus en los Andes norperuanos

Bosque (Valdivia)
2024-04 | Journal article
Part of ISSN: 0717-9200
Contributors: Juan Rodrigo Baselly-Villanueva; Fátima Elizabeth Marcelo-Bazán; Gianmarco Goycochea-Casas; Andrés Ibernón Lozano-Lozano; Fernando Castedo-Dorado; Pedro Álvarez-Álvarez
Source: Self-asserted source
Gianmarco Goycochea Casas

Assessment of a Monthly Data Structure for Growth and Yield Projections from Early to Harvest Age in Hybrid Eucalypt Stands

Pertanika Journal of Tropical Agricultural Science
2023 | Journal article
Contributors: Casas, Gianmarco Goycochea; Boechat Soares, Carlos Pedro; Romarco de Oliveira, Marcio Leles; Breda Binoti, Daniel Henrique; Fardin, Leonardo Pereira; Coimbra Limeira, Mathaus Messias; Ismail, Zool Hilmi; Lopes da Silva, Antonilmar Araujo; Leite, Helio Garcia
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Web of Science Researcher Profile Sync

Effects of Spacing on Early Growth Rate and Yield of Hybrid <i>Eucalyptus</i> Stands

Pertanika Journal of Tropical Agricultural Science
2023 | Journal article
Contributors: Luiz, Guilherme; Casas, Gianmarco Goycochea; Fardin, Leonardo Pereira; Nogueira, Gilciano Saraiva; Leite, Rodrigo Viera; Couto, Laercio; Leite, Helio Garcia
Source: check_circle
Web of Science Researcher Profile Sync

Classifying the risk of forest loss in the Peruvian amazon rainforest: An alternative approach for sustainable forest management using artificial intelligence

Trees, Forests and People
2023-12 | Journal article
Contributors: Gianmarco Goycochea Casas; Juan Rodrigo Baselly-Villanueva; Mathaus Messias Coimbra Limeira; Carlos Moreira Miquelino Eleto Torres; Hélio Garcia Leite
Source: check_circle
Crossref
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Preferred source (of 2)‎

Automatic Detection and Counting of Stacked Eucalypt Timber Using the YOLOv8 Model

Forests
2023-12-04 | Journal article
Contributors: Gianmarco Goycochea Casas; Zool Hilmi Ismail; Mathaus Messias Coimbra Limeira; Antonilmar Araújo Lopes da Silva; Helio Garcia Leite
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Improving Yield Projections from Early Ages in Eucalypt Plantations with the Clutter Model and Artificial Neural Networks

Pertanika Journal of Science and Technology
2022 | Journal article
Contributors: Casas, Gianmarco Goycochea; Fardin, Leonardo Pereira; Silva, Simone; de Oliveira Neto, Ricardo Rodrigues; Breda Binoti, Daniel Henrique; Leite, Rodrigo Vieira; Ramos Domiciano, Carlos Alberto; de Sousa Lopes, Lucas Sergio; da Cruz, Jovane Pereira; dos Reis, Thaynara Lopes et al.
Source: check_circle
Web of Science Researcher Profile Sync
grade
Preferred source (of 2)‎

Diversity in the invasive cacao pathogen Moniliophthora roreri is shaped by agriculture

Plant Pathology
2022-10 | Journal article
Contributors: Jorge R. Díaz‐Valderrama; Ricardo Zambrano; Sergio Cedeño‐Amador; Ulises Córdova‐Bermejo; Gianmarco G. Casas; Nilda García‐Zurita; Juan A. J. Sánchez‐Arévalo; Enrique Arévalo‐Gardini; Darío Dávila; Juan Ruiz et al.
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Crossref
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CARACTERIZACIÓN Y DIFERENCIAS ANATÓMICAS DE MADERAS DE Retrophyllum rospigliosii (Pilg.) C.N. Page Y Prumnopitys harmsiana (Pilg.) de Laub. (PODOCARPACEAE) PROCEDENTES DE LA PROVINCIA DE SAN IGNACIO, PERÚ

Folia Amazónica
2022-08 | Journal article
Part of ISSN: 2410-1184
Contributors: Juan Rodrigo BASELLY-VILLANUEVA; Gianmarco GOYCOCHEA-CASAS; Ana Marcia Macedo Ladeira CARVALHO; Wálter Ricardo RONCAL-BRIONES; Sheyla Yanett CHUMBIMUNE-VIVANCO; Manuel CHAVESTA-CUSTODIO
Source: Self-asserted source
Gianmarco Goycochea Casas via Crossref Metadata Search
grade
Preferred source (of 3)‎

Configuration of the Deep Neural Network Hyperparameters for the Hypsometric Modeling of the Guazuma crinita Mart. in the Peruvian Amazon

Forests
2022-04-29 | Journal article
Contributors: Gianmarco Goycochea Casas; Duberlí Geomar Elera Gonzáles; Juan Rodrigo Baselly Villanueva; Leonardo Pereira Fardin; Hélio Garcia Leite
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

Machine learning and regression models to predict multiple tree stem volumes for teak

Southern Forests: a Journal of Forest Science
2021-10-02 | Journal article
Contributors: Ivaldo da Silva Tavares Júnior; Jianne Rafaela Mazzini de Souza; Lucas Sérgio de Sousa Lopes; Leonardo Pereira Fardin; Gianmarco Goycochea Casas; Ricardo Rodrigues de Oliveira Neto; Rodrigo Vieira Leite; Helio Garcia Leite
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Crossref
grade
Preferred source (of 3)‎

Growth and yield modelling of eucalypt stands using regression, neural network and deep learning

2021-02-15 | Dissertation or Thesis | Methodology, Conceptualization
Contributors: Gianmarco Goycochea Casas
Source: Self-asserted source
Gianmarco Goycochea Casas

Análisis de la eficiencia del uso de los diámetros dominantes en la construcción de curvas de índice local con cinco métodos analíticos

Naturaleza y Sociedad
2018-06-30 | Journal article
Part of ISSN: 2616-4256
Source: Self-asserted source
Gianmarco Goycochea Casas

Regulación de la producción forestal con pronósticos de modelación Clutter y redes neuronales artificiales en plantaciones de eucalipto del Estado de Minas Gerais – Brasil

Revista Científica UNTRM: Ciencias Naturales e Ingeniería
2018-06-18 | Journal article
Part of ISSN: 2520-0356
Part of ISSN: 2414-8822
Source: Self-asserted source
Gianmarco Goycochea Casas

Caracterización anatómica de los anillos de crecimiento en plantación de cordia alliodora (ruiz &amp; pavón) oken en la Provincia de Jaén, Cajamarca

Unpublished
2017 | Dissertation or Thesis
Contributors: Gianmarco Goycochea Casas
Source: Self-asserted source
Gianmarco Goycochea Casas

Comparación de dos modelos de crecimiento y producción en plantaciones de eucalipto

Revista Científica UNTRM: Ciencias Naturales e Ingeniería
2017-11-21 | Journal article
Part of ISSN: 2520-0356
Part of ISSN: 2414-8822
Source: Self-asserted source
Gianmarco Goycochea Casas

Ecuación volumétrica para valorar el vuelo forestal del Parque Forestal Aylambo de la Universidad Nacional de Cajamarca

Revista Científica UNTRM: Ciencias Naturales e Ingeniería
2017-01-03 | Journal article
Part of ISSN: 2520-0356
Part of ISSN: 2414-8822
Source: Self-asserted source
Gianmarco Goycochea Casas

Peer review (1 review for 1 publication/grant)

Review activity for Journal for nature conservation. (1)