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Hire Dr. Écio S.

Spain

USD 23 /hr

Scientist & Data Analyst | Expert in Long-term Forecasting and Predictive Statistics

Profile Summary

I am an active researcher with a PhD focused on the field of ecology and evolution, and in parallel, several specializations in different areas of data science. In the field of ecology and environmental management, I have in-depth experience in functional and phylogenetic ecology, geographical niche, biological invasion, landscape ecology, land use and biodiversity conservation, climate forecasting, forestry, and long-term surveys. Related to data science, my pronounced expertise relies on: - I have in-depth knowledge of the R language and secondarily of Python; - Extensive experience in statistical modeling in its various aspects, with special knowledge in predictive models, from typical linear models to machine learning; - Experience in working with the creation, structuring, and analysis of large databases; - Aptitude in the production of analytical routines (e.g., coding scripts); - Generation of analytical reports; - Data visualization; - Training of teams in analytical routines. I am the director of the Beta Analitica venture (https://betaanalitica.com.br/), which manages a team of highly qualified professionals in Latin America, offering services and courses in various areas of data science. I was the first author of textbooks focused on predictive modeling (linear and non-linear) in R; I have analytical routines publicly available on different platforms (e.g., GitHub, FigShare, Zenodo, YouTube). More information about my work: https://github.com/eciodiniz/ https://www.youtube.com/c/BetaAnalitica https://www.researchgate.net/profile/Ecio-Souza-Diniz https://scholar.google.com.br/citations?user=SYB-1pgAAAAJ&hl=es&oi=ao

Subject Matter Expertise

• ☆ Evolutionary Biology
• ☆ Forestry
• ☆ Information Technology
• ☆ Database Management
• ☆ Remote Sensing
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Data Security
• ☆ Statistics
• ☆ Nonlinear Regression
• ☆ Earth & Atmospheric Science
• ☆ Climate Science
• ☆ Environmental Science
• ☆ Environmental Management & Protection
• ☆ Ecology
• ☆ Biodiversity
• ☆ Data Storage
• ☆ Land Use Planning
• ☆ Python
• ☆ R
• ☆ Data-Driven Decision Making

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, General Proofreading & Editing

Research Meta-Research, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Product Evaluation, Product Validation

Work Experience

Junior Research Associate

Universidad de Zaragoza

November 2025 - Present

Junior Research Associate

Universidad de Zaragoza

November 2025 - Present

Postdocotral Researcher

CREAF-Centre for Ecological Research and Forestry Applications - Universidad Autonoma de Barcelona

December 2023 - November 2025

Postdoctoral researcher

Centre for Research on Ecology and Forestry Applications

December 2023 - November 2025

Collaborate Researcher

Universidade Federal de Viçosa - Brazil

November 2022 - December 2024

Postdoctoral researcher

Universidade Federal de Viçosa

December 2022 - November 2023

Postodoctoral researcher

Institute of Botany - Czech Academy of Sciences - Department of Vegetation Ecology

July 2021 - September 2022

Postdoctoral researcher

Institute of Botany

January 2021 - September 2022

Postdoctoral researcher

Universidade Federal de Viçosa

January 2018 - August 2021

PostdoctoralResearcher

Universidade Federal de Viçosa - Brazil

January 2018 - July 2021

Education

ph.D Botany (Plant Biology)

Universidade Federal de Viçosa

March 2013 - March 2017

Doctor in Science

Universidade Federal de Viçosa - Brazil

February 2013 - February 2017

Master (Institute of Landscape Ecology)

University of Münster

March 2015 - December 2015

Guest Ph.D student

Westfälische Wilhelms-Universität Münster - Germany

March 2015 - December 2015

Master (Agro-Ecosystem Research)

University of Bayreuth

May 2015 - July 2015

Guest Ph.D student

Universität Bayreuth - Germany

May 2015 - July 2015

Master in Forest Engineering

Universidade Federal de Lavras - Brazil

March 2011 - February 2013

master (Forest Sciences)

Universidade Federal de Lavras

March 2011 - February 2013

Bachelor in Biology

Centro Universitário de Lavras

February 2006 - December 2009

Bachelor’s in Biological sciences

Unilavras - Centro Universitário de Lavras (Brazil)

February 2006 - December 2009

Certifications

• Fundamentals of Python Language for Data Analysis and Data Science - Intermediate Level

  Data Science Academy

  https://mycourse.app/LkhF6DdPbHLttxH38

  May 2023 - May 2023

• Writing in the sciencies

  Stanford University

  https://coursera.org/verify/RJRHWY67ZN3B

  January 2023 - January 2023

Publications

JOURNAL ARTICLE

Écio Souza Diniz, Eladio Rodríguez-Penedo, Roger Grau-Andrés, Jordi Vayreda, Marcos Fernández-Martínez (2025). Optimal set of leaf and aboveground tree elements for predicting forest functioning . Biogeosciences.

Écio Souza Diniz, Filipe S. Dias, Luís Borda-de-Água, Patricia María Rodríguez González (2024). Anthropogenic disturbance and alien plant invasion drive the phylogenetic impoverishment in riparian vegetation . Biodiversity and Conservation.

Écio Souza Diniz, Pedro Henrique Santos Mota, Josué Paoli Reis, Walter da Silva Costa, Edson Valgas de Paiva, Jacinto Moreira de Lana, Gustavo Bretas Lage, Cibele Hummel do Amaral (2023). Connectivity value of Atlantic forest fragments: pathways towards enhancing biodiversity conservation . Brazilian Journal of Botany.

Écio Souza Diniz, Cibele Hummel do Amaral, Lucas Arthur de Almeida Telles, João Augusto Alves Meira-Neto (2023). Improved retrieval of phylogenetic signals from normalized foliar reflectance spectra in Neotropical forest gaps . Community Ecology.

Neil Damas de Oliveira Junior, Écio Souza Diniz, Rubem Samuel de Avila Jr (2023). Composition and phylogenetic structure of Pampean grasslands under distinct land use and presence of alien species . Community Ecology.

Pedro Manuel Villa, João Augusto Alves Meira-Neto, Écio Souza Diniz, Arshad Ali, Andreza Viana Neri, Sebastião Venâncio Martins, Prímula Viana Campos, Herval Vieira Pinto-Junior, Jamerson Souza da Costa, Alex Josélio Pires Coelho, et al.(2023). Soil factors rather than stand age drive tree phylogenetic diversity along Amazon Forest succession . Ecological Engineering. 189. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 106915. Elsevier {BV}

Composition and phylogenetic structure of Pampean grasslands under distinct land use and presence of alien species @article { author = {Neil Damas de Oliveira Junior and Écio Souza Diniz and Rubem Samuel de Avila Jr}, title = {Composition and phylogenetic structure of Pampean grasslands under distinct land use and presence of alien species}, journal = {Community Ecology}, year = {2023}, month = {apr}, url = {https://doi.org/10.1007/s42974-023-00136-8}, doi = {10.1007/s42974-023-00136-8} } . Community Ecology.

Soil factors rather than stand age drive tree phylogenetic diversity along Amazon Forest succession @article { author = {Pedro Manuel Villa and João Augusto Alves Meira-Neto and Écio Souza Diniz and Arshad Ali and Andreza Viana Neri and Sebastião Venâncio Martins and Prímula Viana Campos and Herval Vieira Pinto-Junior and Jamerson Souza da Costa and Alex Josélio Pires Coelho and Francielli Bao and Graziela de Araújo Lima and Alessandro Rapini}, title = {Soil factors rather than stand age drive tree phylogenetic diversity along Amazon Forest succession}, journal = {Ecological Engineering}, volume = {189}, pages = {106915--106915}, year = {2023}, month = {apr}, url = {http://dx.doi.org/10.1016/j.ecoleng.2023.106915}, doi = {10.1016/j.ecoleng.2023.106915} } . Ecological Engineering.

A. S. Pinto, E. S. Diniz, S. F. Lopes (2023). Phylogenetic diversity and structure in moist and dry upland forests in the semi-arid region of Brazil . Brazilian Journal of Biology.

Nathália Ribeiro Henriques, Giselle Martins Lourenço, Ecio Souza Diniz, Ecio Souza Diniz, Ecio Souza Diniz, Tatiana Cornelissen, Tatiana Cornelissen, Tatiana Cornelissen(2022). Is elevation a strong environmental filter? Combining taxonomy, functional traits and phylogeny of butterflies in a tropical mountain . Ecological Entomology. 47. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 613--625. Wiley

Is elevation a strong environmental filter? Combining taxonomy, functional traits and phylogeny of butterflies in a tropical mountain @article { author = {Ecio Souza Diniz}, title = {Is elevation a strong environmental filter? Combining taxonomy, functional traits and phylogeny of butterflies in a tropical mountain}, journal = {Ecological Entomology}, volume = {47}, number = {4}, pages = {613--625}, year = {2022}, month = {aug}, url = {http://dx.doi.org/10.1111/een.13145}, doi = {10.1111/een.13145} } . Ecological Entomology.

Écio Souza Diniz, Rodolfo Oliveira Costa, Larissa Areal Carvalho Müller, Jan Thiele, Marconi Souza Silva (2021). PHENOLOGY, REPRODUCTIVE BIOLOGY AND SPATIAL DISTRIBUTION OF Chresta scapigera (LESS.) Gardner (ASTERACEAE) . Oecologia Australis.

PHENOLOGY, REPRODUCTIVE BIOLOGY AND SPATIAL DISTRIBUTION OF Chresta scapigera (LESS.) Gardner (ASTERACEAE) @article { author = {Écio Souza Diniz and Rodolfo Oliveira Costa and Larissa Areal Carvalho Müller and Jan Thiele and Marconi Souza Silva}, title = {PHENOLOGY, REPRODUCTIVE BIOLOGY AND SPATIAL DISTRIBUTION OF Chresta scapigera (LESS.) Gardner (ASTERACEAE)}, journal = {Oecologia Australis}, year = {2021}, month = {sep}, url = {https://doi.org/10.4257/oeco.2021.2503.07}, doi = {10.4257/oeco.2021.2503.07} } . Oecologia Australis.

Écio Souza Diniz, Alexandre Simões Lorenzon, Nero Lemos Martins de Castro, Gustavo Eduardo Marcatti, Osmarino Pires dos Santos, José Carlos de Deus Júnior, Rosane Barbosa Lopes Cavalcante, Elpídio Inácio Fernandes-Filho, Cibele Hummeldo Amaral (2021). Forecasting frost risk in forest plantations by the combination of spatial data and machine learning algorithms . Agricultural and Forest Meteorology.

Forecasting frost risk in forest plantations by the combination of spatial data and machine learning algorithms @article { author = {Écio Souza Diniz and Alexandre Simões Lorenzon and Nero Lemos Martins de Castro and Gustavo Eduardo Marcatti and Osmarino Pires dos Santos and José Carlos de Deus Júnior and Rosane Barbosa Lopes Cavalcante and Elpídio Inácio Fernandes-Filho and Cibele Hummeldo Amaral}, title = {Forecasting frost risk in forest plantations by the combination of spatial data and machine learning algorithms}, journal = {Agricultural and Forest Meteorology}, year = {2021}, month = {aug}, url = {https://doi.org/10.1016/j.agrformet.2021.108450}, doi = {10.1016/j.agrformet.2021.108450} } . Agricultural and Forest Meteorology.

Pedro Manuel Villa and Sebasti{\~{a}}o Ven{\^{a}}ncio Martins and {\'{E}}cio Souza Diniz and Silvio Nolasco de Oliveira Neto and Andreza Viana Neri and Herval Pinto-Junior and Jaquelina Alves Nunes and Marcelo Leandro Bueno and Arshad Ali(2021). Taxonomic and functional beta diversity of woody communities along Amazon forest succession: The relative importance of stand age, soil properties and spatial factor . Forest Ecology and Management. 482. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 118885. Elsevier {BV}

Écio Souza Diniz, Markus Gastauer, Jan Thiele, João Augusto Alves Meira-Neto (2021). Phylogenetic dynamics of Tropical Atlantic Forests . Evolutionary Ecology.

Taxonomic and functional beta diversity of woody communities along Amazon forest succession: The relative importance of stand age, soil properties and spatial factor @article { author = {Villa, Pedro Manuel and Martins, Sebastião Venâncio and Diniz, Écio Souza and Nolasco de Oliveira Neto, Silvio and Neri, Andreza Viana and Pinto-Junior, Herval and Nunes, Jaquelina Alves and Bueno, Marcelo Leandro and Ali, Arshad}, title = {Taxonomic and functional beta diversity of woody communities along Amazon forest succession: The relative importance of stand age, soil properties and spatial factor}, journal = {Forest Ecology and Management}, volume = {482}, pages = {118885}, year = {2021}, month = {feb}, url = {http://dx.doi.org/10.1016/j.foreco.2020.118885}, doi = {10.1016/j.foreco.2020.118885} } . Forest Ecology and Management.

Phylogenetic signatures in reflected foliar spectra of regenerating plants in Neotropical forest gaps @article { author = {Diniz, Écio Souza and Amaral, Cibele Hummel and Sardinha, Silas Tadin and Thiele, Jan and Meira-Neto, João Augusto Alves}, title = {Phylogenetic signatures in reflected foliar spectra of regenerating plants in Neotropical forest gaps}, journal = {Remote Sensing of Environment}, volume = {253}, pages = {112172}, year = {2021}, month = {feb}, url = {http://dx.doi.org/10.1016/j.rse.2020.112172}, doi = {10.1016/j.rse.2020.112172} } . Remote Sensing of Environment.

Phylogenetic dynamics of Tropical Atlantic Forests @article { author = {Diniz, Écio Souza and Gastauer, Markus and Thiele, Jan and Meira-Neto, João Augusto Alves}, title = {Phylogenetic dynamics of Tropical Atlantic Forests}, journal = {Evolutionary Ecology}, volume = {35}, number = {1}, pages = {65--81}, year = {2021}, month = {jan}, url = {http://dx.doi.org/10.1007/s10682-020-10094-6}, doi = {10.1007/s10682-020-10094-6} } . Evolutionary Ecology.

{\'{E}}cio Souza Diniz and Markus Gastauer and Jan Thiele and Jo{\~{a}}o Augusto Alves Meira-Neto(2021). Phylogenetic dynamics of Tropical Atlantic Forests . Evolutionary Ecology. Springer Science and Business Media {LLC}

(2020). Phylogenetic signatures in reflected foliar spectra of regenerating plants in Neotropical forest gaps . Remote Sensing of Environment.

Alex Jos{\'{e}}lio Pires Coelho and Luiz Fernando Silva Magnago and F{\'{a}}bio Ant{\^{o}}nio Ribeiro Matos and Nayara Mesquita Mota and {\'{E}}cio Souza Diniz and Jo{\~{a}}o Augusto Alves Meira-Neto(2020). Effects of anthropogenic disturbances on biodiversity and biomass stock of Cerrado, the Brazilian savanna . Biodiversity and Conservation. 29. (11-12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3151--3168. Springer Science and Business Media {LLC}

Effects of anthropogenic disturbances on biodiversity and biomass stock of Cerrado, the Brazilian savanna @article { author = {Coelho, Alex Josélio Pires and Magnago, Luiz Fernando Silva and Matos, Fábio Antônio Ribeiro and Mota, Nayara Mesquita and Diniz, Écio Souza and Meira-Neto, João Augusto Alves}, title = {Effects of anthropogenic disturbances on biodiversity and biomass stock of Cerrado, the Brazilian savanna}, journal = {Biodiversity and Conservation}, volume = {29}, number = {11-12}, pages = {3151--3168}, year = {2020}, month = {jul}, url = {http://dx.doi.org/10.1007/s10531-020-02013-6}, doi = {10.1007/s10531-020-02013-6} } . Biodiversity and Conservation.

(2019). Light conditions imposed by canopy: allometric strategies of an understorey palm (Geonoma schottiana Mart.) in Atlantic forest . JOURNAL OF TROPICAL FOREST SCIENCE.

Light conditions imposed by canopy: allometric strategies of an understorey palm (Geonoma schottiana Mart) in Atlantic forest @article { author = {Diniz, Écio}, title = {Light conditions imposed by canopy: allometric strategies of an understorey palm (Geonoma schottiana Mart) in Atlantic forest}, journal = {Journal of Tropical Forest Science }, volume = {31}, number = {3}, pages = {332--342}, year = {2019}, month = {aug}, url = {http://dx.doi.org/10.26525/jtfs2019.31.3.332}, doi = {10.26525/jtfs2019.31.3.332} } . Journal of Tropical Forest Science.

(2017). Long-term monitoring of diversity and structure of two stands of an Atlantic Tropical Forest . Biodiversity Data Journal.

Long-term monitoring of diversity and structure of two stands of an Atlantic Tropical Forest @article { author = {Diniz, E.S. and Carvalho, W.A.C. and Santos, R.M. and Gastauer, M. and Garcia, P.O. and Fontes, M.A.L. and Coelho, P.A. and et al.}, title = {Long-term monitoring of diversity and structure of two stands of an Atlantic Tropical Forest}, journal = {Biodiversity Data Journal}, volume = {5}, number = {1}, year = {2017}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-85028050907&partnerID=MN8TOARS}, doi = {10.3897/BDJ.5.e13564; 10.3897/bdj.5.e13564} } . Biodiversity Data Journal.

(2017). A situação atual da gestão dos resíduos sólidos na microrregião de Lavras, Estado de Minas Gerais, Brasil . Revista Científica ANAP Brasil.

A situação atual da gestão dos resíduos sólidos na microrregião de Lavras, Estado de Minas Gerais, Brasil. @article { author = {Diniz, Écio}, title = {A situação atual da gestão dos resíduos sólidos na microrregião de Lavras, Estado de Minas Gerais, Brasil.}, journal = {Revista Científica ANAP Brasil}, year = {2017}, month = {may}, url = {http://dx.doi.org/10.17271/19843240101820171528}, doi = {10.17271/19843240101820171528} } . Revista Científica ANAP Brasil.

Diniz, E.S., Carvalho, W.A.C., Santos, R.M., Gastauer, M., Garcia, P.O., Fontes, M.A.L., Coelho, P.A., Moreira, A.M., Oliveira Menino, G.C., Oliveira-Filho, A.T.(2017). Long-term monitoring of diversity and structure of two stands of an Atlantic Tropical Forest . Biodiversity Data Journal. 5. (1).

(2016). Species composition, community and population dynamics of two gallery forests from the Brazilian Cerrado domain . Biodiversity Data Journal.

Species composition, community and population dynamics of two gallery forests from the Brazilian Cerrado domain @article { author = {Gastauer, M. and Almado, R.P. and Miazaki, A.S. and Diniz, É.S. and Moreira, L.C.B. and Meira-Neto, J.A.A. and Diniz, Écio}, title = {Species composition, community and population dynamics of two gallery forests from the Brazilian Cerrado domain}, journal = {Biodiversity Data Journal}, volume = {4}, number = {1}, year = {2016}, url = {http://www.scopus.com/inward/record.url?eid=2-s2.0-85018639542&partnerID=MN8TOARS}, doi = {10.3897/BDJ.4.e8503; 10.3897/bdj.4.e8503} } . Biodiversity Data Journal.

Gastauer, M., Almado, R.P., Miazaki, A.S., Diniz, É.S., Moreira, L.C.B., Meira-Neto, J.A.A.(2016). Species composition, community and population dynamics of two gallery forests from the Brazilian Cerrado domain . Biodiversity Data Journal. 4. (1).

(2010). A análise da estrutura de uma população de Lychnophora pinaster Mart. de um Campo rupestre do sul de Minas Gerais, Brasil, por meio da estatística multivariada . Ecología Aplicada.

A análise da estrutura de uma população de Lychnophora pinaster Mart. de um Campo rupestre do sul de Minas Gerais, Brasil, por meio da estatística multivariada @article { author = {Souza Diniz, Écio and Pavanelli, Ana Paula and Soares Júnior, Flávio José}, title = {A análise da estrutura de uma população de Lychnophora pinaster Mart. de um Campo rupestre do sul de Minas Gerais, Brasil, por meio da estatística multivariada}, journal = {Ecología Aplicada}, volume = {9}, number = {2}, pages = {141--149}, year = {2010}, month = {dec}, url = {http://dx.doi.org/10.21704/rea.v9i1-2.404}, doi = {10.21704/rea.v9i1-2.404} } . Ecología Aplicada.

Ecio Souza Diniz, Ana Paula Pavanelli, Ana Paula Pavanelli, Flávio José Soares Júnior, Flávio José Soares Júnior, Flávio José Soares Júnior (2010). Estrutura populacional de Lychnophora pinaster Mart. em um trecho de Campo Rupestre no sul de Minas Gerais, Brasil . PESQUISAS. BOTÂNICA.

Estrutura populacional de Lychnophora pinaster Mart. em um trecho de Campo Rupestre no sul de Minas Gerais, Brasil @article { author = {Diniz, Écio Souza and Ana Paula Pavanelli and Flávio José Soares Júnior}, title = {Estrutura populacional de Lychnophora pinaster Mart. em um trecho de Campo Rupestre no sul de Minas Gerais, Brasil}, journal = {PESQUISAS. BOTÂNICA}, volume = {61}, pages = {191--204}, year = {2010}, url = {http://www.anchietano.unisinos.br/publicacoes/botanica/botanica61/04.pdf}, keywords = {Arnica mineira; Lychnophora pinaster; Cerrado; Savana Brasileira; Campo rupestre; Ecologia populacional} } . PESQUISAS. BOTÂNICA.

PREPRINT

Ecio Souza Diniz, Eladio Rodríguez-Penedo, Roger Grau-Andrés, Jordi Vayreda, Marcos Fernández-Martínez (2024). Optimal set of leaf and whole-tree elements for predicting forest functioning .

Composition and phylogenetic structure of Pampean Grasslands under distinct land use and presence of alien species <head> <META HTTP-EQUIV="Refresh" CONTENT="0;URL=/servlet/useragent"> </head> .

Effects of distinct data processing in the phylogenetic signature of foliar spectra of regenerating plants in Neotropical Forest gaps <head> <META HTTP-EQUIV="Refresh" CONTENT="0;URL=/servlet/useragent"> </head> .

BOOK

Ecio Souza Diniz, Ecio Souza Diniz, Ecio Souza Diniz, Ecio Souza Diniz, Ecio Souza Diniz, Thiele, Jan, Thiele, Jan, Thiele, Jan (2021). Aplicações de modelos de regressão em R para análise de vegetação . Novas Edições Acadêmicas.

(2021). Modelos de regressão no R . Clube de Autores.

Modelos de regressão no R @book { author = {null}, title = {Modelos de regressão no R}, year = {2021}, url = {https://clubedeautores.com.br/livro/modelos-de-regressao-em-r} } .

Aplicações da Linguagem R em Análises de Vegetação @book{2020, doi = {10.22533/at.ed.355200903}, url = {https://doi.org/10.22533%2Fat.ed.355200903}, year = 2020, month = {mar}, publisher = {Atena Editora}, title = {Aplica{\c{c}}{\~{o}}es da Linguagem R em An{\'{a}}lises de Vegeta{\c{c}}{\~{a}}o}} . Atena Editora.

Aplicações da Linguagem R em Análises de Vegetação @book { author = {Diniz, Écio}, title = {Aplicações da Linguagem R em Análises de Vegetação}, publisher = {Atena Editora}, year = {2020}, url = {https://www.atenaeditora.com.br/post-ebook/3054}, doi = {10.22533/at.ed.355200903} } . Atena Editora.

(2018). Modelagem de Regressão no R: aplicações em análises de vegetação . Novas Edições Acadêmicas (NEA).

Modelagem de Regressão no R: aplicações em análises de vegetação @book { author = {Diniz, Écio Souza}, title = {Modelagem de Regressão no R: aplicações em análises de vegetação}, year = {2018}, url = {https://www.morebooks.shop/store/gb/book/modelagem-de-regress%C3%A3o-no-r/isbn/978-620-2-04882-8} } .

BOOK CHAPTER

(2020). BIOVEG – A PROTOCOL TO LEARN AND TEACH STATISTICS IN R USING VEGETATION DATA . Aplicações da Linguagem R em Análises de Vegetação.

(2020). Rarefaction and extrapolation of species diversity during Neotropical forest succession: an R routine using iNEXT package . Aplicações da Linguagem R em Análises de Vegetação.

(2020). BIOVEG –a protocol to learn and teach statistics in R using vegetation data .

Rarefaction and extrapolation of species diversity during Neotropical forest succession: an R routine using iNEXT package @inbook { author = {Pedro Manuel Villa and Sebastião Venâncio Martins and Diniz, Écio and Antonio J. Pérez-Sánchez and Gustavo Heringer and Alice Cristina Rodrigues and Daniela Schmitz and et al.}, title = {Rarefaction and extrapolation of species diversity during Neotropical forest succession: an R routine using iNEXT package}, pages = {11--19}, publisher = {Atena Editora}, year = {2020}, url = {https://www.atenaeditora.com.br/post-artigo/32120}, doi = {10.22533/at.ed.3552009032} } .

BIOVEG: A protocol to learn and teach statistics in R using vegetation data @inbook { author = {Diniz, Écio and Jan Thiele}, title = {BIOVEG: A protocol to learn and teach statistics in R using vegetation data}, pages = {1--10}, publisher = {Atena Editora}, year = {2020}, url = {https://www.atenaeditora.com.br/post-artigo/33323}, doi = {10.22533/at.ed.3552009031} } . Aplicações da linguagem R em análises de vegetação.

DATA SET

(2018). BIOVEG-2. Statistical analyses in R .

(2017). EcoFilo – análises filogenéticas de comunidades de plantas .

(2016). BIOVEG. Statistical analysis in R .

EcoFilo - análises filogenéticas de comunidades de plantas @misc { author = {Diniz, Écio}, title = {EcoFilo - análises filogenéticas de comunidades de plantas}, doi = {10.13140/rg.2.2.14470.06725; 10.13140/RG.2.2.14470.06725} } .

BIOVEG. Statistical analysis in R. @misc { author = {Diniz, Écio}, title = {BIOVEG. Statistical analysis in R.}, doi = {10.13140/rg.2.2.18272.89603; 10.13140/rg.2.2.33917.05602; 10.13140/RG.2.2.12488.26889}, keywords = {Applied Statistics; Applied ecology; Multivariate Statistics; Predictive statistics; Statistical Modeling} } .