S. (Silke) Hemming; H.F. (Feije) de Zwart; Elings, A. (Anne); Isabella Righini; A. (Anna) Petropoulou (2019): Autonomous Greenhouse Challenge, First Edition (2018). Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:e4987a7b-04dd-4c89-9b18-883aad30ba9a

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Categories

• Horticultural Crops
• Artificial Intelligence and Image Processing
• Mechanical Engineering
• Horticultural Production

Keywords

Climate set points Crop management Cucumber Greenhouse climate Harvest Irrigation Outside weather Pruning Resource consumption

Geolocation

view on openstreetmap

Time coverage

2018-08/2018-12

Licence

CC0

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by S. (Silke) Hemming , H.F. (Feije) de Zwart , A. (Anne) Elings , Isabella Righini , A. (Anna) Petropoulou

The dataset contains data on greenhouse climate, irrigation, outside weather, greenhouse climate set points, harvest and crop management, resource consumption. Data were collected during a 4-month cucumber production (cv. Hi Power) in 6 glasshouse compartments (96 m2), located in Bleiswijk (The Netherlands). The dataset contains raw and processed data. Raw data were collected via climate measuring boxes, climate and irrigation process computer, manual registrations, outside weather station. The dataset was produced during the first edition of Autonomous Greenhouse Challenge, an international competition aiming at using Artificial Intelligence algorithms for the remote control of greenhouse horticulture production. Five international teams consisting of scientists, professionals and students participated in this experiment. The teams' names are: iGrow, deep_greens, AiCU, Sonoma, Croperators. They developed AI algorithms to remotely determine the Climate control set points and they additionally sent instructions for the crop pruning strategy. They had to realize the highest yield with minimal use of resources (e.g. water, CO2). The achievements in AI-controlled compartments were compared with a reference compartment, operated manually by three Dutch commercial growers (named Reference).

History

• 2019-03-29 first online, published, posted

Publisher

4TU.Centre for Research Data

Format

media types: application/pdf, application/zip, text/csv

References

• http://edepot.wur.nl/473579

Organizations

Wageningen University & Research, Greenhouuse Horticulture