id stringlengths 13 16 | crop_type stringclasses 1
value | inputs dict | deterministic_engine_outputs dict | ai_explanation_layer dict |
|---|---|---|---|---|
sensor_data_1 | Wheat | {
"soil_moisture": 63.4,
"temperature": 25.6,
"humidity": 31.5,
"rainfall": 0,
"evapotranspiration_et0": 5.3
} | {
"water_stress_index": 0.43,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.43). Soil moisture level (63.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_2 | Wheat | {
"soil_moisture": 24.2,
"temperature": 12.1,
"humidity": 22.5,
"rainfall": 12,
"evapotranspiration_et0": 4
} | {
"water_stress_index": 0.02,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.02). Soil moisture level (24.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_3 | Wheat | {
"soil_moisture": 17.2,
"temperature": 35.8,
"humidity": 73,
"rainfall": 0,
"evapotranspiration_et0": 6.1
} | {
"water_stress_index": 0.67,
"irrigation_recommended": "Yes",
"water_needed_mm": 7.8
} | {
"generated_text": "High water stress (0.67). Soil moisture dropped below the critical crop threshold (17.2%). Irrigation of 7.8 mm is highly recommended."
} |
sensor_data_4 | Wheat | {
"soil_moisture": 17.5,
"temperature": 40.5,
"humidity": 42,
"rainfall": 0,
"evapotranspiration_et0": 1.8
} | {
"water_stress_index": 0.79,
"irrigation_recommended": "Yes",
"water_needed_mm": 8.4
} | {
"generated_text": "High water stress (0.79). Soil moisture dropped below the critical crop threshold (17.5%). Irrigation of 8.4 mm is highly recommended."
} |
sensor_data_5 | Wheat | {
"soil_moisture": 51.6,
"temperature": 20.3,
"humidity": 23.9,
"rainfall": 0,
"evapotranspiration_et0": 1.6
} | {
"water_stress_index": 0.49,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.49). Soil moisture level (51.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_6 | Wheat | {
"soil_moisture": 56,
"temperature": 41.4,
"humidity": 55.2,
"rainfall": 5.5,
"evapotranspiration_et0": 5.1
} | {
"water_stress_index": 0.24,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.24). Soil moisture level (56.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_7 | Wheat | {
"soil_moisture": 14.9,
"temperature": 12.6,
"humidity": 62.4,
"rainfall": 0,
"evapotranspiration_et0": 7.2
} | {
"water_stress_index": 0.57,
"irrigation_recommended": "Yes",
"water_needed_mm": 9.1
} | {
"generated_text": "High water stress (0.57). Soil moisture dropped below the critical crop threshold (14.9%). Irrigation of 9.1 mm is highly recommended."
} |
sensor_data_8 | Wheat | {
"soil_moisture": 67.1,
"temperature": 40.6,
"humidity": 55.5,
"rainfall": 2,
"evapotranspiration_et0": 4.9
} | {
"water_stress_index": 0.34,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.34). Soil moisture level (67.1%) is perfectly sufficient for the crop matrix."
} |
sensor_data_9 | Wheat | {
"soil_moisture": 18.2,
"temperature": 33.2,
"humidity": 35,
"rainfall": 0,
"evapotranspiration_et0": 3.1
} | {
"water_stress_index": 0.75,
"irrigation_recommended": "Yes",
"water_needed_mm": 11
} | {
"generated_text": "High water stress (0.75). Soil moisture dropped below the critical crop threshold (18.2%). Irrigation of 11.0 mm is highly recommended."
} |
sensor_data_10 | Wheat | {
"soil_moisture": 68.2,
"temperature": 18.7,
"humidity": 50.7,
"rainfall": 0,
"evapotranspiration_et0": 5.2
} | {
"water_stress_index": 0.31,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.31). Soil moisture level (68.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_11 | Wheat | {
"soil_moisture": 72.7,
"temperature": 12.3,
"humidity": 71.7,
"rainfall": 12,
"evapotranspiration_et0": 2.3
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (72.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_12 | Wheat | {
"soil_moisture": 42.6,
"temperature": 16.9,
"humidity": 28.6,
"rainfall": 2,
"evapotranspiration_et0": 2
} | {
"water_stress_index": 0.42,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.42). Soil moisture level (42.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_13 | Wheat | {
"soil_moisture": 65.5,
"temperature": 17.8,
"humidity": 26.6,
"rainfall": 12,
"evapotranspiration_et0": 2.7
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (65.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_14 | Wheat | {
"soil_moisture": 71.9,
"temperature": 20.1,
"humidity": 24.9,
"rainfall": 12,
"evapotranspiration_et0": 6.6
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (71.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_15 | Wheat | {
"soil_moisture": 49.6,
"temperature": 13.9,
"humidity": 24.1,
"rainfall": 0,
"evapotranspiration_et0": 5.3
} | {
"water_stress_index": 0.47,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.47). Soil moisture level (49.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_16 | Wheat | {
"soil_moisture": 73.5,
"temperature": 15.1,
"humidity": 71.6,
"rainfall": 2,
"evapotranspiration_et0": 6.6
} | {
"water_stress_index": 0.1,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.1). Soil moisture level (73.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_17 | Wheat | {
"soil_moisture": 59.2,
"temperature": 28.6,
"humidity": 21.6,
"rainfall": 12,
"evapotranspiration_et0": 1.6
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (59.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_18 | Wheat | {
"soil_moisture": 55.2,
"temperature": 12.9,
"humidity": 80.1,
"rainfall": 12,
"evapotranspiration_et0": 5.7
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (55.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_19 | Wheat | {
"soil_moisture": 80.8,
"temperature": 27.6,
"humidity": 80.2,
"rainfall": 2,
"evapotranspiration_et0": 5.8
} | {
"water_stress_index": 0.11,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.11). Soil moisture level (80.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_20 | Wheat | {
"soil_moisture": 30.3,
"temperature": 31.4,
"humidity": 45.2,
"rainfall": 0,
"evapotranspiration_et0": 3.3
} | {
"water_stress_index": 0.64,
"irrigation_recommended": "Yes",
"water_needed_mm": 6.2
} | {
"generated_text": "Moderate water stress (0.64) detected due to elevated ambient temperature (31.4°C). Preventive irrigation is recommended."
} |
sensor_data_21 | Wheat | {
"soil_moisture": 70.9,
"temperature": 12.6,
"humidity": 25.6,
"rainfall": 0,
"evapotranspiration_et0": 3.4
} | {
"water_stress_index": 0.32,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.32). Soil moisture level (70.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_22 | Wheat | {
"soil_moisture": 37.8,
"temperature": 21.6,
"humidity": 92.1,
"rainfall": 0,
"evapotranspiration_et0": 3.1
} | {
"water_stress_index": 0.41,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.41). Soil moisture level (37.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_23 | Wheat | {
"soil_moisture": 14.4,
"temperature": 32.4,
"humidity": 55.8,
"rainfall": 0,
"evapotranspiration_et0": 6
} | {
"water_stress_index": 0.72,
"irrigation_recommended": "Yes",
"water_needed_mm": 11.6
} | {
"generated_text": "High water stress (0.72). Soil moisture dropped below the critical crop threshold (14.4%). Irrigation of 11.6 mm is highly recommended."
} |
sensor_data_24 | Wheat | {
"soil_moisture": 73.1,
"temperature": 18.4,
"humidity": 21.1,
"rainfall": 0,
"evapotranspiration_et0": 6
} | {
"water_stress_index": 0.36,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.36). Soil moisture level (73.1%) is perfectly sufficient for the crop matrix."
} |
sensor_data_25 | Wheat | {
"soil_moisture": 49.3,
"temperature": 37.4,
"humidity": 56.7,
"rainfall": 0,
"evapotranspiration_et0": 5.4
} | {
"water_stress_index": 0.53,
"irrigation_recommended": "Yes",
"water_needed_mm": 3.4
} | {
"generated_text": "Moderate water stress (0.53) detected due to elevated ambient temperature (37.4°C). Preventive irrigation is recommended."
} |
sensor_data_26 | Wheat | {
"soil_moisture": 35.9,
"temperature": 31,
"humidity": 46.6,
"rainfall": 0,
"evapotranspiration_et0": 7.3
} | {
"water_stress_index": 0.6,
"irrigation_recommended": "Yes",
"water_needed_mm": 6.8
} | {
"generated_text": "Moderate water stress (0.6) detected due to elevated ambient temperature (31.0°C). Preventive irrigation is recommended."
} |
sensor_data_27 | Wheat | {
"soil_moisture": 39.9,
"temperature": 14.8,
"humidity": 47.9,
"rainfall": 2,
"evapotranspiration_et0": 7.5
} | {
"water_stress_index": 0.37,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.37). Soil moisture level (39.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_28 | Wheat | {
"soil_moisture": 41.1,
"temperature": 12.5,
"humidity": 20.4,
"rainfall": 12,
"evapotranspiration_et0": 2
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (41.1%) is perfectly sufficient for the crop matrix."
} |
sensor_data_29 | Wheat | {
"soil_moisture": 12.6,
"temperature": 32.1,
"humidity": 24.5,
"rainfall": 0,
"evapotranspiration_et0": 3.1
} | {
"water_stress_index": 0.81,
"irrigation_recommended": "Yes",
"water_needed_mm": 8.5
} | {
"generated_text": "High water stress (0.81). Soil moisture dropped below the critical crop threshold (12.6%). Irrigation of 8.5 mm is highly recommended."
} |
sensor_data_30 | Wheat | {
"soil_moisture": 65.2,
"temperature": 34.8,
"humidity": 81.7,
"rainfall": 0,
"evapotranspiration_et0": 7.2
} | {
"water_stress_index": 0.35,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.35). Soil moisture level (65.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_31 | Wheat | {
"soil_moisture": 50,
"temperature": 17.1,
"humidity": 68.1,
"rainfall": 5.5,
"evapotranspiration_et0": 1.6
} | {
"water_stress_index": 0.09,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.09). Soil moisture level (50.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_32 | Wheat | {
"soil_moisture": 25.8,
"temperature": 27.6,
"humidity": 20.6,
"rainfall": 0,
"evapotranspiration_et0": 1.9
} | {
"water_stress_index": 0.71,
"irrigation_recommended": "Yes",
"water_needed_mm": 10.4
} | {
"generated_text": "High water stress (0.71). Soil moisture dropped below the critical crop threshold (25.8%). Irrigation of 10.4 mm is highly recommended."
} |
sensor_data_33 | Wheat | {
"soil_moisture": 57.8,
"temperature": 23.9,
"humidity": 71.1,
"rainfall": 5.5,
"evapotranspiration_et0": 7.1
} | {
"water_stress_index": 0.08,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.08). Soil moisture level (57.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_34 | Wheat | {
"soil_moisture": 14.7,
"temperature": 35.6,
"humidity": 70.9,
"rainfall": 0,
"evapotranspiration_et0": 6.6
} | {
"water_stress_index": 0.69,
"irrigation_recommended": "Yes",
"water_needed_mm": 5.4
} | {
"generated_text": "High water stress (0.69). Soil moisture dropped below the critical crop threshold (14.7%). Irrigation of 5.4 mm is highly recommended."
} |
sensor_data_35 | Wheat | {
"soil_moisture": 66.4,
"temperature": 19,
"humidity": 46.1,
"rainfall": 0,
"evapotranspiration_et0": 1.5
} | {
"water_stress_index": 0.33,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.33). Soil moisture level (66.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_36 | Wheat | {
"soil_moisture": 83.5,
"temperature": 38.5,
"humidity": 69.5,
"rainfall": 0,
"evapotranspiration_et0": 7.6
} | {
"water_stress_index": 0.29,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.29). Soil moisture level (83.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_37 | Wheat | {
"soil_moisture": 18.6,
"temperature": 33.2,
"humidity": 83.7,
"rainfall": 0,
"evapotranspiration_et0": 3.2
} | {
"water_stress_index": 0.62,
"irrigation_recommended": "Yes",
"water_needed_mm": 14
} | {
"generated_text": "High water stress (0.62). Soil moisture dropped below the critical crop threshold (18.6%). Irrigation of 14.0 mm is highly recommended."
} |
sensor_data_38 | Wheat | {
"soil_moisture": 88.3,
"temperature": 28.4,
"humidity": 85.5,
"rainfall": 0,
"evapotranspiration_et0": 5.8
} | {
"water_stress_index": 0.15,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.15). Soil moisture level (88.3%) is perfectly sufficient for the crop matrix."
} |
sensor_data_39 | Wheat | {
"soil_moisture": 50.1,
"temperature": 11.9,
"humidity": 64.8,
"rainfall": 12,
"evapotranspiration_et0": 6.1
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (50.1%) is perfectly sufficient for the crop matrix."
} |
sensor_data_40 | Wheat | {
"soil_moisture": 79.3,
"temperature": 31.3,
"humidity": 78.3,
"rainfall": 2,
"evapotranspiration_et0": 3.1
} | {
"water_stress_index": 0.14,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.14). Soil moisture level (79.3%) is perfectly sufficient for the crop matrix."
} |
sensor_data_41 | Wheat | {
"soil_moisture": 52,
"temperature": 38,
"humidity": 88.2,
"rainfall": 5.5,
"evapotranspiration_et0": 3.9
} | {
"water_stress_index": 0.16,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.16). Soil moisture level (52.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_42 | Wheat | {
"soil_moisture": 21.1,
"temperature": 22.7,
"humidity": 92.2,
"rainfall": 0,
"evapotranspiration_et0": 2.1
} | {
"water_stress_index": 0.52,
"irrigation_recommended": "Yes",
"water_needed_mm": 10.5
} | {
"generated_text": "High water stress (0.52). Soil moisture dropped below the critical crop threshold (21.1%). Irrigation of 10.5 mm is highly recommended."
} |
sensor_data_43 | Wheat | {
"soil_moisture": 49.7,
"temperature": 13.6,
"humidity": 54.8,
"rainfall": 0,
"evapotranspiration_et0": 3.5
} | {
"water_stress_index": 0.38,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.38). Soil moisture level (49.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_44 | Wheat | {
"soil_moisture": 17.2,
"temperature": 40.8,
"humidity": 88.5,
"rainfall": 0,
"evapotranspiration_et0": 2.9
} | {
"water_stress_index": 0.66,
"irrigation_recommended": "Yes",
"water_needed_mm": 11.7
} | {
"generated_text": "High water stress (0.66). Soil moisture dropped below the critical crop threshold (17.2%). Irrigation of 11.7 mm is highly recommended."
} |
sensor_data_45 | Wheat | {
"soil_moisture": 59.2,
"temperature": 28.7,
"humidity": 55.4,
"rainfall": 2,
"evapotranspiration_et0": 4.6
} | {
"water_stress_index": 0.31,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.31). Soil moisture level (59.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_46 | Wheat | {
"soil_moisture": 32.7,
"temperature": 32.6,
"humidity": 33.5,
"rainfall": 0,
"evapotranspiration_et0": 1.7
} | {
"water_stress_index": 0.66,
"irrigation_recommended": "Yes",
"water_needed_mm": 11.3
} | {
"generated_text": "Moderate water stress (0.66) detected due to elevated ambient temperature (32.6°C). Preventive irrigation is recommended."
} |
sensor_data_47 | Wheat | {
"soil_moisture": 82.6,
"temperature": 41,
"humidity": 69.1,
"rainfall": 0,
"evapotranspiration_et0": 4
} | {
"water_stress_index": 0.31,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.31). Soil moisture level (82.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_48 | Wheat | {
"soil_moisture": 34.8,
"temperature": 30.2,
"humidity": 91.3,
"rainfall": 0,
"evapotranspiration_et0": 1.7
} | {
"water_stress_index": 0.48,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.48). Soil moisture level (34.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_49 | Wheat | {
"soil_moisture": 19.2,
"temperature": 36.3,
"humidity": 64.5,
"rainfall": 0,
"evapotranspiration_et0": 1.9
} | {
"water_stress_index": 0.69,
"irrigation_recommended": "Yes",
"water_needed_mm": 4.7
} | {
"generated_text": "High water stress (0.69). Soil moisture dropped below the critical crop threshold (19.2%). Irrigation of 4.7 mm is highly recommended."
} |
sensor_data_50 | Wheat | {
"soil_moisture": 56.7,
"temperature": 20.5,
"humidity": 46.3,
"rainfall": 0,
"evapotranspiration_et0": 3.9
} | {
"water_stress_index": 0.4,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.4). Soil moisture level (56.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_51 | Wheat | {
"soil_moisture": 49.4,
"temperature": 31.9,
"humidity": 66.7,
"rainfall": 0,
"evapotranspiration_et0": 2.5
} | {
"water_stress_index": 0.47,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.47). Soil moisture level (49.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_52 | Wheat | {
"soil_moisture": 15.9,
"temperature": 19.6,
"humidity": 67.8,
"rainfall": 0,
"evapotranspiration_et0": 5.5
} | {
"water_stress_index": 0.6,
"irrigation_recommended": "Yes",
"water_needed_mm": 14
} | {
"generated_text": "High water stress (0.6). Soil moisture dropped below the critical crop threshold (15.9%). Irrigation of 14.0 mm is highly recommended."
} |
sensor_data_53 | Wheat | {
"soil_moisture": 58.5,
"temperature": 28.6,
"humidity": 89.9,
"rainfall": 0,
"evapotranspiration_et0": 5.4
} | {
"water_stress_index": 0.33,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.33). Soil moisture level (58.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_54 | Wheat | {
"soil_moisture": 83.2,
"temperature": 12.5,
"humidity": 22.9,
"rainfall": 0,
"evapotranspiration_et0": 6.4
} | {
"water_stress_index": 0.25,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.25). Soil moisture level (83.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_55 | Wheat | {
"soil_moisture": 71.3,
"temperature": 22.2,
"humidity": 40.8,
"rainfall": 0,
"evapotranspiration_et0": 6.2
} | {
"water_stress_index": 0.34,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.34). Soil moisture level (71.3%) is perfectly sufficient for the crop matrix."
} |
sensor_data_56 | Wheat | {
"soil_moisture": 88,
"temperature": 37.5,
"humidity": 36.8,
"rainfall": 5.5,
"evapotranspiration_et0": 6
} | {
"water_stress_index": 0.06,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.06). Soil moisture level (88.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_57 | Wheat | {
"soil_moisture": 73.8,
"temperature": 19.9,
"humidity": 75.1,
"rainfall": 0,
"evapotranspiration_et0": 5.6
} | {
"water_stress_index": 0.22,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.22). Soil moisture level (73.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_58 | Wheat | {
"soil_moisture": 85.4,
"temperature": 16.4,
"humidity": 33.1,
"rainfall": 0,
"evapotranspiration_et0": 7
} | {
"water_stress_index": 0.23,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.23). Soil moisture level (85.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_59 | Wheat | {
"soil_moisture": 68.4,
"temperature": 35.3,
"humidity": 23.4,
"rainfall": 12,
"evapotranspiration_et0": 7.5
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (68.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_60 | Wheat | {
"soil_moisture": 71.2,
"temperature": 17.8,
"humidity": 45.5,
"rainfall": 0,
"evapotranspiration_et0": 6.2
} | {
"water_stress_index": 0.3,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.3). Soil moisture level (71.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_61 | Wheat | {
"soil_moisture": 75.4,
"temperature": 38.4,
"humidity": 41,
"rainfall": 5.5,
"evapotranspiration_et0": 5.4
} | {
"water_stress_index": 0.14,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.14). Soil moisture level (75.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_62 | Wheat | {
"soil_moisture": 85.8,
"temperature": 28.8,
"humidity": 60,
"rainfall": 12,
"evapotranspiration_et0": 4.5
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (85.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_63 | Wheat | {
"soil_moisture": 61.4,
"temperature": 27.2,
"humidity": 74.6,
"rainfall": 0,
"evapotranspiration_et0": 5.4
} | {
"water_stress_index": 0.34,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.34). Soil moisture level (61.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_64 | Wheat | {
"soil_moisture": 82.9,
"temperature": 18.6,
"humidity": 86.4,
"rainfall": 0,
"evapotranspiration_et0": 6.6
} | {
"water_stress_index": 0.12,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.12). Soil moisture level (82.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_65 | Wheat | {
"soil_moisture": 62.7,
"temperature": 18.2,
"humidity": 94.3,
"rainfall": 12,
"evapotranspiration_et0": 3.6
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (62.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_66 | Wheat | {
"soil_moisture": 41.2,
"temperature": 29.1,
"humidity": 32.4,
"rainfall": 2,
"evapotranspiration_et0": 3.4
} | {
"water_stress_index": 0.49,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.49). Soil moisture level (41.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_67 | Wheat | {
"soil_moisture": 86.9,
"temperature": 39.2,
"humidity": 66.7,
"rainfall": 2,
"evapotranspiration_et0": 6.4
} | {
"water_stress_index": 0.18,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.18). Soil moisture level (86.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_68 | Wheat | {
"soil_moisture": 19,
"temperature": 38.5,
"humidity": 56.4,
"rainfall": 0,
"evapotranspiration_et0": 4.4
} | {
"water_stress_index": 0.72,
"irrigation_recommended": "Yes",
"water_needed_mm": 10.1
} | {
"generated_text": "High water stress (0.72). Soil moisture dropped below the critical crop threshold (19.0%). Irrigation of 10.1 mm is highly recommended."
} |
sensor_data_69 | Wheat | {
"soil_moisture": 58.5,
"temperature": 22.2,
"humidity": 34,
"rainfall": 12,
"evapotranspiration_et0": 5.2
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (58.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_70 | Wheat | {
"soil_moisture": 73.2,
"temperature": 14,
"humidity": 51.4,
"rainfall": 2,
"evapotranspiration_et0": 3.8
} | {
"water_stress_index": 0.15,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.15). Soil moisture level (73.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_71 | Wheat | {
"soil_moisture": 84.4,
"temperature": 28.1,
"humidity": 50.5,
"rainfall": 0,
"evapotranspiration_et0": 3.7
} | {
"water_stress_index": 0.27,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.27). Soil moisture level (84.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_72 | Wheat | {
"soil_moisture": 32.6,
"temperature": 37.4,
"humidity": 57.1,
"rainfall": 0,
"evapotranspiration_et0": 8
} | {
"water_stress_index": 0.63,
"irrigation_recommended": "Yes",
"water_needed_mm": 12.5
} | {
"generated_text": "Moderate water stress (0.63) detected due to elevated ambient temperature (37.4°C). Preventive irrigation is recommended."
} |
sensor_data_73 | Wheat | {
"soil_moisture": 34.9,
"temperature": 16.1,
"humidity": 50.1,
"rainfall": 2,
"evapotranspiration_et0": 7.7
} | {
"water_stress_index": 0.4,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.4). Soil moisture level (34.9%) is perfectly sufficient for the crop matrix."
} |
sensor_data_74 | Wheat | {
"soil_moisture": 12.1,
"temperature": 37.5,
"humidity": 41.2,
"rainfall": 0,
"evapotranspiration_et0": 6.6
} | {
"water_stress_index": 0.8,
"irrigation_recommended": "Yes",
"water_needed_mm": 14.2
} | {
"generated_text": "High water stress (0.8). Soil moisture dropped below the critical crop threshold (12.1%). Irrigation of 14.2 mm is highly recommended."
} |
sensor_data_75 | Wheat | {
"soil_moisture": 28.3,
"temperature": 10.4,
"humidity": 77.1,
"rainfall": 0,
"evapotranspiration_et0": 4.9
} | {
"water_stress_index": 0.44,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.44). Soil moisture level (28.3%) is perfectly sufficient for the crop matrix."
} |
sensor_data_76 | Wheat | {
"soil_moisture": 17.3,
"temperature": 31.9,
"humidity": 71.9,
"rainfall": 5.5,
"evapotranspiration_et0": 5
} | {
"water_stress_index": 0.38,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.38). Soil moisture level (17.3%) is perfectly sufficient for the crop matrix."
} |
sensor_data_77 | Wheat | {
"soil_moisture": 85.7,
"temperature": 41.8,
"humidity": 47.1,
"rainfall": 2,
"evapotranspiration_et0": 7.5
} | {
"water_stress_index": 0.25,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.25). Soil moisture level (85.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_78 | Wheat | {
"soil_moisture": 37.2,
"temperature": 29.5,
"humidity": 38,
"rainfall": 0,
"evapotranspiration_et0": 3.2
} | {
"water_stress_index": 0.6,
"irrigation_recommended": "Yes",
"water_needed_mm": 14
} | {
"generated_text": "Moderate water stress (0.6) detected due to elevated ambient temperature (29.5°C). Preventive irrigation is recommended."
} |
sensor_data_79 | Wheat | {
"soil_moisture": 53.7,
"temperature": 36.6,
"humidity": 73.9,
"rainfall": 0,
"evapotranspiration_et0": 5.4
} | {
"water_stress_index": 0.45,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.45). Soil moisture level (53.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_80 | Wheat | {
"soil_moisture": 62.7,
"temperature": 20.2,
"humidity": 28.5,
"rainfall": 0,
"evapotranspiration_et0": 1.9
} | {
"water_stress_index": 0.41,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.41). Soil moisture level (62.7%) is perfectly sufficient for the crop matrix."
} |
sensor_data_81 | Wheat | {
"soil_moisture": 11.1,
"temperature": 34.6,
"humidity": 77.4,
"rainfall": 0,
"evapotranspiration_et0": 6.3
} | {
"water_stress_index": 0.69,
"irrigation_recommended": "Yes",
"water_needed_mm": 11.5
} | {
"generated_text": "High water stress (0.69). Soil moisture dropped below the critical crop threshold (11.1%). Irrigation of 11.5 mm is highly recommended."
} |
sensor_data_82 | Wheat | {
"soil_moisture": 67.6,
"temperature": 18.3,
"humidity": 58.3,
"rainfall": 12,
"evapotranspiration_et0": 3.2
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (67.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_83 | Wheat | {
"soil_moisture": 13.8,
"temperature": 33.2,
"humidity": 32.8,
"rainfall": 0,
"evapotranspiration_et0": 4.6
} | {
"water_stress_index": 0.79,
"irrigation_recommended": "Yes",
"water_needed_mm": 4.6
} | {
"generated_text": "High water stress (0.79). Soil moisture dropped below the critical crop threshold (13.8%). Irrigation of 4.6 mm is highly recommended."
} |
sensor_data_84 | Wheat | {
"soil_moisture": 62.6,
"temperature": 25.5,
"humidity": 67.5,
"rainfall": 0,
"evapotranspiration_et0": 4.8
} | {
"water_stress_index": 0.34,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.34). Soil moisture level (62.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_85 | Wheat | {
"soil_moisture": 11.8,
"temperature": 23.5,
"humidity": 41.6,
"rainfall": 0,
"evapotranspiration_et0": 7
} | {
"water_stress_index": 0.72,
"irrigation_recommended": "Yes",
"water_needed_mm": 11.5
} | {
"generated_text": "High water stress (0.72). Soil moisture dropped below the critical crop threshold (11.8%). Irrigation of 11.5 mm is highly recommended."
} |
sensor_data_86 | Wheat | {
"soil_moisture": 55.1,
"temperature": 31.5,
"humidity": 29.1,
"rainfall": 0,
"evapotranspiration_et0": 2.1
} | {
"water_stress_index": 0.53,
"irrigation_recommended": "Yes",
"water_needed_mm": 14.6
} | {
"generated_text": "Moderate water stress (0.53) detected due to elevated ambient temperature (31.5°C). Preventive irrigation is recommended."
} |
sensor_data_87 | Wheat | {
"soil_moisture": 66.8,
"temperature": 30,
"humidity": 70.4,
"rainfall": 0,
"evapotranspiration_et0": 3.2
} | {
"water_stress_index": 0.34,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.34). Soil moisture level (66.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_88 | Wheat | {
"soil_moisture": 77.8,
"temperature": 18.1,
"humidity": 34,
"rainfall": 12,
"evapotranspiration_et0": 5.8
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (77.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_89 | Wheat | {
"soil_moisture": 88.4,
"temperature": 31.5,
"humidity": 93.7,
"rainfall": 0,
"evapotranspiration_et0": 3.5
} | {
"water_stress_index": 0.15,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.15). Soil moisture level (88.4%) is perfectly sufficient for the crop matrix."
} |
sensor_data_90 | Wheat | {
"soil_moisture": 87.2,
"temperature": 20.1,
"humidity": 86.3,
"rainfall": 12,
"evapotranspiration_et0": 2.9
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (87.2%) is perfectly sufficient for the crop matrix."
} |
sensor_data_91 | Wheat | {
"soil_moisture": 89.6,
"temperature": 41,
"humidity": 91.2,
"rainfall": 0,
"evapotranspiration_et0": 3.7
} | {
"water_stress_index": 0.21,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.21). Soil moisture level (89.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_92 | Wheat | {
"soil_moisture": 56.8,
"temperature": 16.3,
"humidity": 34.3,
"rainfall": 12,
"evapotranspiration_et0": 7.5
} | {
"water_stress_index": 0,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.0). Soil moisture level (56.8%) is perfectly sufficient for the crop matrix."
} |
sensor_data_93 | Wheat | {
"soil_moisture": 51,
"temperature": 39.2,
"humidity": 88.3,
"rainfall": 0,
"evapotranspiration_et0": 1.3
} | {
"water_stress_index": 0.44,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.44). Soil moisture level (51.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_94 | Wheat | {
"soil_moisture": 59.5,
"temperature": 31,
"humidity": 60.3,
"rainfall": 5.5,
"evapotranspiration_et0": 6.1
} | {
"water_stress_index": 0.14,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.14). Soil moisture level (59.5%) is perfectly sufficient for the crop matrix."
} |
sensor_data_95 | Wheat | {
"soil_moisture": 35.4,
"temperature": 14.4,
"humidity": 47.6,
"rainfall": 0,
"evapotranspiration_et0": 3.7
} | {
"water_stress_index": 0.5,
"irrigation_recommended": "Yes",
"water_needed_mm": 13.7
} | {
"generated_text": "Moderate water stress (0.5) detected due to elevated ambient temperature (14.4°C). Preventive irrigation is recommended."
} |
sensor_data_96 | Wheat | {
"soil_moisture": 20.1,
"temperature": 20.6,
"humidity": 58.7,
"rainfall": 0,
"evapotranspiration_et0": 1.4
} | {
"water_stress_index": 0.6,
"irrigation_recommended": "Yes",
"water_needed_mm": 4.5
} | {
"generated_text": "High water stress (0.6). Soil moisture dropped below the critical crop threshold (20.1%). Irrigation of 4.5 mm is highly recommended."
} |
sensor_data_97 | Wheat | {
"soil_moisture": 64.6,
"temperature": 28.5,
"humidity": 76.3,
"rainfall": 0,
"evapotranspiration_et0": 4
} | {
"water_stress_index": 0.32,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.32). Soil moisture level (64.6%) is perfectly sufficient for the crop matrix."
} |
sensor_data_98 | Wheat | {
"soil_moisture": 16.1,
"temperature": 25.5,
"humidity": 33.2,
"rainfall": 5.5,
"evapotranspiration_et0": 4.6
} | {
"water_stress_index": 0.45,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.45). Soil moisture level (16.1%) is perfectly sufficient for the crop matrix."
} |
sensor_data_99 | Wheat | {
"soil_moisture": 82,
"temperature": 39.6,
"humidity": 27.8,
"rainfall": 0,
"evapotranspiration_et0": 4.4
} | {
"water_stress_index": 0.41,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.41). Soil moisture level (82.0%) is perfectly sufficient for the crop matrix."
} |
sensor_data_100 | Wheat | {
"soil_moisture": 11.5,
"temperature": 13.1,
"humidity": 53.7,
"rainfall": 5.5,
"evapotranspiration_et0": 5.2
} | {
"water_stress_index": 0.35,
"irrigation_recommended": "No",
"water_needed_mm": 0
} | {
"generated_text": "System stable. Water stress index is low (0.35). Soil moisture level (11.5%) is perfectly sufficient for the crop matrix."
} |
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