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Table 1.

The specifications of the sensors used in the control system.

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Fig 1.

The arrangement of the sensors in a sensor unit.

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Fig 2.

Suggested arrangement of the sensor nodes inside a rectangular-shaped greenhouse.

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Fig 3.

Power distribution plan of the system.

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Fig 4.

The overall system architecture of the system.

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Fig 5.

A few views of the IoT Dashboard: (a) Home screen (b) Current status view (c) Greenhouse sensor arrangement (d) Sensor data visualizer.

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Fig 6.

Cross Sections of the Polytunnels used during the research (a) Polytunnel with the control system; (b) Polytunnel without the control system.

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Fig 7.

View of the two polytunnels: (a) Polytunnel with the control system; (b) Polytunnel without the control system.

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Table 2.

Comparison of the polytunnels used for the experiment.

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Table 2 Expand

Fig 8.

Variations of meteorological parameters among the eight sensor nodes in the polytunnel with the controlling system for three representative dates.

(a1) Temperature; (a2) Relative humidity; (a3) Light (RH) on 19 October 2020. (b1) Temperature; (b2) Relative humidity; (b3) Light (RH) on 17 November 2020. (c1) Temperature; (c2) Relative Humidity; (c3) Light (RH) on 15 December 2020.

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Fig 9.

Temperature variations in the three levels during different tomato growth stages.

(a) Vegetative stage. (b) 50% Flowering stage. (c) Fruits set the stage. (d) Ripen fruit stage. Level 1, Level 2, and Level 3 are 0.4, 1.2, and 2.0 m in height from the floor level respectively.

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Fig 10.

Relative humidity variations in the three levels during different tomato growth stages.

(a) Vegetative stage. (b) 50% Flowering. (c) Fruits set the stage. (d) Ripen fruit stage. Level 1, Level 2, and Level 3 are 0.4, 1.2, and 2.0 m in height from the floor level respectively.

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Fig 11.

Daytime average variations of temperature and relative humidity in the two greenhouses throughout the selected trial period.

(a) Temperature (b) Relative Humidity.

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Table 3.

Maximum time duration (hours) taken to control the temperature in the polytunnel by blower fan and misters.

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Fig 12.

Average values of temperature and relative humidity with and without plants.

(a1) Temperature; (a2) Relative Humidity on a typical sunny day. (b1) Temperature; (b2) Relative Humidity on a typical rainy day. (c1) Temperature; (c2) Relative Humidity on a typical cloudy day. D, N, and 24hr are daytime, nighttime, and 24 hours, respectively; Avg denotes average. L1, L2, and L3 are the sensor levels.

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Table 4.

Environmental conditions of three selective sunny days in different greenhouse conditions.

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Table 5.

Environmental conditions of five selective sunny days in different greenhouse conditions with/without plants.

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