Roses greenhouse cultivation database repository (RosesGreenhDB)

Roses greenhouse cultivation database repository (RosesGreenhDB)

Citation Author(s):
Wilmer
Champutiz
Paúl
Rosero-Montalvo
Edison
Fuentes
Diego
Peluffo
Submitted by:
Wilmer Champutiz
Last updated:
Tue, 07/23/2019 - 11:12
DOI:
10.21227/89qy-zh32
Links:
License:
Creative Commons Attribution
Dataset Views:
175
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The present dataset contains information about roses cultivation in greenhouses.

It is aimed at identifying corrective actions to improve the roses state.

Correspondingly, the target variables (labels) are as follows:

1  soil without water

2  environment correct

3  too much hot

4  very cold

Data acquisition was done with an autonomous robot incorporating sensors such as: soil humidity, light, temperature and humidity, and CO2.

Resulting dataset is imblanced.

Instructions: 

1. Title:  Roses greenhouse cultivation database repository (RosesGreenhDB)

 

        Updated 17/07/2019  by Wilmer A. Champutiz

       

2. Sources:

     (a) Creators: Edison A. Fuentes-Hernández and Paul D. Rosero-Montalvo 

     (b) Date: July 2019

 

3. Relevant Information:

 The present dataset contains information about roses cultivation in greenhouses.

 It is aimed at identying corrective actions to improve the roses state.

 Correspondingly, the target variables (labels) are as follows:

 

1  Soil without water

2  Environment correct

3  Too much hot

4  very cold

 

Data acquisition was done with an autonomous robot incorporating sensors such as: soil humidity, light, temperature and humidity, and CO2. Resulting dataset is imblanced.

  

4. Number of Instances:  300 (125 soil without water

                               28 correct environment 

                               90 too much hot

                               57 very cold)

 

5. Number of Attributes: 5 numeric predictive attributes and the class

 

6. Attribute Information:

   1. Soil humidity in analog-digital conversion

   2. Light in lux

   3. Temperature in °C 

   4. CO2 in  analog-digital conversion

   5. Humidity relative 

 

   6. Class: 

           1  soil without water

           2  environment correct

           3  too much hot

           4  very cold

 

7. Missing Attribute Values: None

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[1] , "Roses greenhouse cultivation database repository (RosesGreenhDB)", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/89qy-zh32. Accessed: Oct. 14, 2019.
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title = {Roses greenhouse cultivation database repository (RosesGreenhDB)},
year = {2019} }
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. (2019). Roses greenhouse cultivation database repository (RosesGreenhDB). IEEE Dataport. http://dx.doi.org/10.21227/89qy-zh32
, 2019. Roses greenhouse cultivation database repository (RosesGreenhDB). Available at: http://dx.doi.org/10.21227/89qy-zh32.
. (2019). "Roses greenhouse cultivation database repository (RosesGreenhDB)." Web.
1. . Roses greenhouse cultivation database repository (RosesGreenhDB) [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/89qy-zh32
. "Roses greenhouse cultivation database repository (RosesGreenhDB)." doi: 10.21227/89qy-zh32