observation_id
stringlengths 8
8
| latitude
float64 -34.6
60.2
| longitude
float64 -118.24
151
| date_initial
stringdate 2024-01-05 00:00:00
2024-12-20 00:00:00
| date_final
stringdate 2025-01-05 00:00:00
2025-12-20 00:00:00
| vegetation_loss_index
float64 0
0.72
| urban_expansion_sqm
int64 0
6.8k
| water_body_variance
float64 -0.12
0.25
| land_use_class
stringlengths 6
26
| confidence_score
float64 0.81
0.99
|
|---|---|---|---|---|---|---|---|---|---|
SAT-7001
| -3.465
| -62.215
|
2024-01-15
|
2025-01-15
| 0.72
| 0
| -0.02
|
Deforestation
| 0.94
|
SAT-7002
| 40.712
| -74.006
|
2024-02-10
|
2025-02-10
| 0.02
| 1,250
| 0
|
Urbanization
| 0.88
|
SAT-7003
| 34.052
| -118.243
|
2024-03-05
|
2025-03-05
| 0.05
| 840
| 0.01
|
Urbanization
| 0.91
|
SAT-7004
| 19.076
| 72.877
|
2024-01-20
|
2025-01-20
| 0.08
| 3,100
| -0.05
|
Industrial_Growth
| 0.85
|
SAT-7005
| -23.55
| -46.633
|
2024-05-12
|
2025-05-12
| 0.45
| 450
| 0.02
|
Agricultural_Encroachment
| 0.89
|
SAT-7006
| 51.507
| -0.127
|
2024-06-01
|
2025-06-01
| 0.01
| 150
| 0
|
Stable
| 0.99
|
SAT-7007
| 35.689
| 139.692
|
2024-01-11
|
2025-01-11
| 0
| 520
| 0
|
Urbanization
| 0.93
|
SAT-7008
| 1.292
| 103.851
|
2024-04-22
|
2025-04-22
| 0.12
| 210
| 0.15
|
Coastal_Reclamation
| 0.96
|
SAT-7009
| -1.292
| 36.821
|
2024-08-14
|
2025-08-14
| 0.31
| 1,800
| -0.1
|
Reforestation_Effort
| 0.82
|
SAT-7010
| 48.856
| 2.352
|
2024-02-28
|
2025-02-28
| 0.02
| 45
| 0
|
Stable
| 0.98
|
SAT-7011
| -33.868
| 151.209
|
2024-11-05
|
2025-11-05
| 0.64
| 0
| 0.05
|
Post_Fire_Recovery
| 0.87
|
SAT-7012
| 28.613
| 77.209
|
2024-09-19
|
2025-09-19
| 0.15
| 4,200
| -0.08
|
Industrial_Expansion
| 0.84
|
SAT-7013
| 55.755
| 37.617
|
2024-10-10
|
2025-10-10
| 0.03
| 890
| 0
|
Urbanization
| 0.9
|
SAT-7014
| 30.044
| 31.235
|
2024-03-15
|
2025-03-15
| 0.01
| 2,500
| -0.12
|
Desertification
| 0.89
|
SAT-7015
| 25.204
| 55.27
|
2024-07-20
|
2025-07-20
| 0
| 6,800
| 0.25
|
Infrastructure_Development
| 0.97
|
SAT-7016
| -22.906
| -43.172
|
2024-12-01
|
2025-12-01
| 0.22
| 340
| 0.04
|
Coastal_Erosion
| 0.81
|
SAT-7017
| 41.902
| 12.496
|
2024-05-30
|
2025-05-30
| 0.04
| 120
| 0
|
Stable
| 0.95
|
SAT-7018
| 52.52
| 13.404
|
2024-06-15
|
2025-06-15
| 0.05
| 420
| 0.01
|
Urban_Greenery_Increase
| 0.92
|
SAT-7019
| 39.904
| 116.407
|
2024-01-05
|
2025-01-05
| 0.11
| 5,400
| -0.02
|
Industrial_Growth
| 0.88
|
SAT-7020
| 45.421
| -75.697
|
2024-04-18
|
2025-04-18
| 0.03
| 310
| 0.02
|
Stable
| 0.94
|
SAT-7021
| -26.204
| 28.047
|
2024-08-22
|
2025-08-22
| 0.18
| 950
| -0.04
|
Mining_Excavation
| 0.9
|
SAT-7022
| 37.566
| 126.978
|
2024-09-02
|
2025-09-02
| 0.02
| 640
| 0.01
|
Urbanization
| 0.92
|
SAT-7023
| 19.432
| -99.133
|
2024-10-25
|
2025-10-25
| 0.07
| 1,800
| -0.09
|
Water_Scarcity_Impact
| 0.83
|
SAT-7024
| 59.329
| 18.068
|
2024-03-12
|
2025-03-12
| 0.01
| 85
| 0.01
|
Stable
| 0.97
|
SAT-7025
| 6.524
| 3.379
|
2024-11-18
|
2025-11-18
| 0.35
| 4,200
| 0.08
|
Urban_Expansion
| 0.86
|
SAT-7026
| 14.599
| 120.984
|
2024-02-14
|
2025-02-14
| 0.12
| 1,100
| 0.12
|
Coastal_Reclamation
| 0.91
|
SAT-7027
| -34.603
| -58.381
|
2024-07-07
|
2025-07-07
| 0.04
| 720
| 0.01
|
Urbanization
| 0.89
|
SAT-7028
| 60.169
| 24.938
|
2024-12-20
|
2025-12-20
| 0.02
| 140
| 0
|
Stable
| 0.98
|
SAT-7029
| 22.319
| 114.169
|
2024-01-30
|
2025-01-30
| 0.05
| 210
| 0.05
|
Infrastructural_Change
| 0.95
|
SAT-7030
| 31.23
| 121.473
|
2024-05-05
|
2025-05-05
| 0.02
| 3,800
| 0.02
|
Urbanization
| 0.87
|
SAT-7031
| -15.794
| -47.882
|
2024-08-11
|
2025-08-11
| 0.48
| 150
| 0
|
Agricultural_Clearing
| 0.92
|
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