Research Article
A Data-Secured Intelligent IoT System for Agricultural Environment Monitoring
Table 3
Part of the result of the crop yield prediction.
| | Date | Maximum temperature (°C) | Minimum temperature (°C) | Average temperature (°C) | Average humidity (%RH) | Yield (kg/mu) | | Actual | Predicted |
| | 2016-06-15 | 27.6 | 22.2 | 24.4875 | 72.5 | 408.97309 | 434.70498 | | 2016-06-16 | 30.2 | 17.8 | 24.45 | 69.125 | 419.502002 | 427.01839 | | 2016-06-17 | 32.8 | 20.1 | 26.875 | 61.125 | 463.757745 | 492.51727 | | 2016-06-18 | 33.2 | 21.7 | 28.175 | 64.25 | 507.862592 | 553.84575 | | 2016-06-19 | 32.8 | 23.9 | 27.6375 | 79.625 | 637.323462 | 684.95569 | | 2016-06-20 | 31 | 21.5 | 26.425 | 81.875 | 492.604463 | 544.86529 | | 2016-06-21 | 25.9 | 24.2 | 25.275 | 99 | 507.48092 | 541.65983 | | 2016-06-22 | 32.6 | 25.1 | 28.6875 | 87.875 | 637.718308 | 711.57310 | | 2016-06-23 | 34 | 26.3 | 29.625 | 84.5 | 809.730649 | 871.13022 | | 2016-06-24 | 24.6 | 22.5 | 23.45 | 93.625 | 488.359556 | 499.60946 |
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