André Freitas Colaço - Publications, H-index & Citations

André Freitas Colaço

universidade de sao paulo

16H指数

41论文数

831被引数

收录论文 17

发表时间

Advanced data analytics for on-farm experimentation: methods, challenges, and opportunities for modern agronomic decision making 基于农场实验的高级数据分析：现代农艺决策制定的方法、挑战与机遇

Plant Production Science

IF0

2026-05-01

PREAI

Tanaka, Takashi S. T.; Colaco, Andre F.; Mieno, Taro; Riley, Simon S.

Integrating stability zones and machine learning for enhanced crop management 整合稳定区域与机器学习以增强作物管理

Precision Agriculture

IF6.6

2026-03-09

OAAI

Marcelo Chan Fu Wei; Louis Longchamps; André Freitas Colaço; Jose Paulo Molin

What makes on-farm experimental data suitable for data-driven decision-making? implications of trial design and spatial distribution of field data for machine learning models 是什么使农场实验数据适合数据驱动的决策制定？试验设计和田间数据的空间分布对机器学习模型的启示

Precision Agriculture

IF6.6

2025-09-20

OAAI

André F Colaço; Robert GV Bramley; Jonathan Richetti; Roger A Lawes

A first step towards data ecosystem design for AI in agriculture: A case study assessing variable importance for optimising nitrogen decision-making in wheat 面向农业中AI的数据生态系统设计的第一步：一个评估优化小麦氮肥决策中变量重要性的案例研究

Smart Agricultural Technology

IF5.7

2025-09-09

OAAI

Jonathan Richetti; Andre F Colaço; Roger A Lawes

Within-field extrapolation away from a soil moisture probe using freely available satellite imagery and weather data

PRECISION AGRICULTURE

IF6.6

2024-04-02

OAAI

Bramley, R. G. V.; Perry, E. M.; Richetti, J.; Colaco, A. F.; Mowat, D. J.; Ratcliff, C. E. M.; Lawes, R. A.

Digital strategies for nitrogen management in grain production systems: lessons from multi-method assessment using on-farm experimentation

PRECISION AGRICULTURE

IF6.6

2024-01-09

OAAI

Colaco, A. F.; Whelan, B. M.; Bramley, R. G. V.; Richetti, J.; Fajardo, M.; McCarthy, A. C.; Perry, E. M.; Bender, A.; Leo, S.; Fitzgerald, G. J.; Lawes, R. A.

A methods guideline for deep learning for tabular data in agriculture with a case study to forecast cereal yield

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2023-02-01

OAAI

Richetti, Jonathan; Diakogianis, Foivos I.; Bender, Asher; Colaco, Andre F.; Lawes, Roger A.

Precision Agriculture in Brazil: The Trajectory of 25 Years of Scientific Research

AGRICULTURE-BASEL

IF3.6

2022-11-09

OAAI

Cherubin, Mauricio Roberto; Damian, Junior Melo; Tavares, Tiago Rodrigues; Trevisan, Rodrigo Goncalves; Colaco, Andre Freitas; Eitelwein, Mateus Tonini; Martello, Mauricio; Inamasu, Ricardo Yassushi; Pias, Osmar Henrique de Castro; Molin, Jose Paulo

Did someone say farmer-centric? Digital tools for spatially distributed on-farm experimentation

AGRONOMY FOR SUSTAINABLE DEVELOPMENT

IF6.7

2022-10-21

OAAI

Bramley, Robert G., V; Song, Xinxin; Colaco, Andre F.; Evans, Katherine J.; Cook, Simon E.

How will the next-generation of sensor-based decision systems look in the context of intelligent agriculture? A case-study

FIELD CROPS RESEARCH

IF6.4

2021-08-01

OAAI

Colaco, A. F.; Richetti, J.; Bramley, R. G. V.; Lawes, R. A.