Comparison Between Machine Learning Models for Yield Forecast in Cocoa Crops in Santander, Colombia

Comparison Between Machine Learning Models for Yield Forecast in Cocoa Crops in Santander, Colombia

The identification of influencing factors in crop yield (kg·ha-1) provides essential information for decision-making processes related to the prediction and improvement of productivity, which gives farmers the opportunity to increase their income. The current study investigates the application of mu...

Detaylı Bibliyografya
Asıl Yazarlar:	Lamos-Díaz, Henry, Puentes-Garzón, David Esteban, Zarate-Caicedo, Diego Alejandro
Materyal Türü:	Online
Dil:	eng spa
Baskı/Yayın Bilgisi:	Universidad Pedagógica y Tecnológica de Colombia 2020
Konular:	agricultural-yield agroforestry-system cocoa machine-learning prediction productivity aprendizaje-automático cacao predicción productividad rendimientos-agrícolas sistemas-agroforestales
Online Erişim:	https://revistas.uptc.edu.co/index.php/ingenieria/article/view/10853

Benzer Materyaller

Machine Learning Applied to Gender Violence: A Systematic Mapping Study
Yazar:: Pinto-Muñoz, Cristian-Camilo, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Solar Radiation Prediction on Photovoltaic Systems Using Machine Learning Techniques
Yazar:: Ordoñez-Palacios, Luis Eduardo, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Machine learning algorithms for prediction of physicochemical soil properties by spectral information: a systematic review
Yazar:: Vargas-Zapata, Mateo, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Liming applications and the SPAD chlorophyll index and stomatal conductance in cocoa exposed to cadmium in the soil
Yazar:: Suárez-Parra, Karen Victoria, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Economic analysis of the cocoa sector in Norte de Santander State, Colombia and at an international level
Yazar:: Vásquez-Barajas, Eduardo Felipe, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Agronomic response of cocoa mucilago (Theobroma cacao L.) in maize culture (Zea mays L.)
Yazar:: Sánchez-Olaya, Diana Maria, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

In vitro effect of cocoa leachates on growth and development of Moniliophthora roreri ([Cif.] H.C. Evans et al.) isolated from Theobroma cacao (L.)
Yazar:: Gómez-Gutierrez, Sandra Victoria, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Complementary foliar fertilization improves the yield, health and profitability of cocoa in rainfed agroecosystems
Yazar:: Bravo Palma, Erick Humberto, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Physiological performance of nine cacao (Theobroma cacao L.) genotypes under the shadow of three forest species in Santander, Colombia
Yazar:: Agudelo-Castañeda, Genaro Andrés, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Predictive tools in financial policy for profitable firms: reality or mirage?
Yazar:: Díaz, Luis Francisco Ramírez, ve diğerleri
Baskı/Yayın Bilgisi: (2012)

Econometric modeling and sales forecasts of ginger rhizome in Ecuador
Yazar:: Sabando García, Ángel Ramón, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Prototype of wheelchair commanded by voice using HMM in a controlled environment
Yazar:: Higuera-Martínez, Óscar Iván, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Determinants for Disease Management in Cacao (Theobroma cacao L.) in Southern Córdoba, Colombia
Yazar:: Martínez-Reina, Antonio María, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Prediction of Electricity Consumption Profiles Using Potential Polynomials of Degree One and Artificial Neural Networks in Smart Metering Infrastructure
Yazar:: Urgilés, Pablo, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Physicochemical Changes In The Fermentation And Drying of Cocoa Materials In Colombia
Yazar:: López Hernández, Martha del Pilar, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Detection of Homicide Trends in Colombia Using Machine Learning
Yazar:: Ordoñez-Eraso, Hugo Armando, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Analyzing the Transaction Costs of Cocoa (Theobroma cacao) Grown in Southern Córdoba, Colombia
Yazar:: Martínez-Reina, Antonio María, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Data analysis of thefts in the city of Medellin from a descriptive approach
Yazar:: Maestre-Gongora, Gina, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Environmental sustainability and waste management in cocoa production systems in the southwest of Boyacá-Colombia
Yazar:: Vargas Martínez, Andrés Felipe, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Evaluation of the Physical and Sensory Characteristics of Cocoa Liquor Associated with Sowing Models
Yazar:: Moreno-Martínez, Edith, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Interpretability in the Field of Plant Disease Detection: A Review
Yazar:: Leal-Lara, Daniel-David, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Modeling of topics applied to the analysis of the paper of automatic learning in systemic revisions
Yazar:: Grisales-Aguirre, Andrés Mauricio, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Assessing the behavior of machine learning methods to predict the activity of antimicrobial peptides
Yazar:: Camacho, Francy Liliana, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Machine learning methods in prospective studies after an example of financing innovation in Colombia
Yazar:: Padilla-Ospina, Ana Milena, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Microbial succession during the spontaneous fermentation of cocoa in productive units
Yazar:: Garcia Gonzalez, Estefania, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

A linear programming model for the parallel non-related machines problem, in the drying area of a chilean sawmill
Yazar:: Cifuentes, Nayaret, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Driver-Assistant System Using Computer Vision and Machine Learning
Yazar:: Valencia-Payan, Cristian, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Trichoderma spp: Propagation, dosage and application in maize crop (Zea mays L.)
Yazar:: Cuenca Sedamanos, John Alberto, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Indeterminismo y complejidad: problemas de la predicción científica en Popper
Yazar:: Ávila, Roberto
Baskı/Yayın Bilgisi: (2013)

Science Fiction and Religion: A parallel between The Time Machine and Perelandra
Yazar:: Araújo, Naiara Sales, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Small deep hole drilling electro discharge machining process optimization using Taguchi method
Yazar:: Jiménez-Chavarro, Guillermo, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Fourier Analysis Approach to Identify Water Bodies Through Hyperspectral Imagery
Yazar:: Chanchí-Golondrino, Gabriel-Elías, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Flujos de efectivo futuros para empresas del sector comercial del Valle del Cauca durante el periodo 1995 – 2014.
Yazar:: Escobar Arias, Gabriel Eduardo, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Use of Convolutional Neural Networks in Smartphones for the Identification of Oral Diseases Using a Small Dataset
Yazar:: Quintero-Rojas, Jormany, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Carbon Stored in the Arboreal Stratum of Livestock and Natural Systems of the Municipality of Albania, Caquetá, Colombia
Yazar:: Rojas-Vargas, Erika Paola, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Current State of Cocoa Plantation: A Review of its Main Limitations
Yazar:: Antolinez Sandoval, Eduar Yovany, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Comparison of Kernel Functions in the Classification of Irradiance Zones from Multispectral Satellite Images
Yazar:: Pachajoa, Dalila-Mercedes, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Use of metribuzin, associated with different foliar fertilizers, on carrot crops
Yazar:: Soares da Silva, Gustavo, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Análisis económico del sector cacaotero en Norte de Santander, Colombia y a nivel internacional
Yazar:: Vásquez Barajas, Eduardo Felipe, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Barreras a la internalización del sector cacaotero del occidente de Boyacá
Yazar:: Sánchez Alarcón, Oscar Iván, ve diğerleri
Baskı/Yayın Bilgisi: (2024)