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Move the model results under results/

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  1. .gitattributes +16 -0
  2. README.md +2 -2
  3. optimization_2/.DS_Store +0 -0
  4. optimization_2/Optimization_2_summary_R1.csv +0 -101
  5. optimization_2/penetration_state_totals.csv +0 -0
  6. representativeness/weekly_energy_estimate.csv +0 -52
  7. representativeness/weekly_flight_hours.csv +0 -54
  8. representativeness/weekly_flight_hours.txt +0 -8
  9. {baseline → results/baseline}/flight_analysis_results_15100m_merged_R1.csv +0 -0
  10. {baseline → results/baseline}/flight_analysis_results_9100m_merged_R1.csv +0 -0
  11. {baseline → results/baseline}/flight_analysis_results_merged_R1.csv +0 -0
  12. {baseline → results/baseline}/route_maps/R1_Flight_Long_Range_40_Unique_Routes.png +0 -0
  13. {baseline → results/baseline}/route_maps/R1_Flight_Medium_Range_1944_Unique_Routes.png +0 -0
  14. {baseline → results/baseline}/route_maps/R1_Flight_Short_Range_3486_Unique_Routes.png +0 -0
  15. {baseline → results/baseline}/solar_farm_analysis_results_15100m_merged_R1.csv +0 -0
  16. {baseline → results/baseline}/solar_farm_analysis_results_9100m_merged_R1.csv +0 -0
  17. {baseline → results/baseline}/solar_farm_analysis_results_merged_R1.csv +0 -0
  18. {optimization_1 → results/optimization_1}/Optimization_1_flight_analysis_results_15100m_merged_R1.csv +0 -0
  19. {optimization_1 → results/optimization_1}/Optimization_1_flight_analysis_results_9100m_merged_R1.csv +0 -0
  20. {optimization_1 → results/optimization_1}/Optimization_1_flight_analysis_results_merged_R1.csv +0 -0
  21. {optimization_1 → results/optimization_1}/Optimization_1_solar_farm_analysis_results_15100m_merged_R1.csv +0 -0
  22. {optimization_1 → results/optimization_1}/Optimization_1_solar_farm_analysis_results_9100m_merged_R1.csv +0 -0
  23. {optimization_1 → results/optimization_1}/Optimization_1_solar_farm_analysis_results_merged_R1.csv +0 -0
  24. {optimization_1 → results/optimization_1}/optimized_shift_flight_merged_R1.csv +0 -0
  25. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.1flight.csv +0 -0
  26. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.2flight.csv +0 -0
  27. optimization_2/route_maps.zip → results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.3flight.csv +2 -2
  28. optimization_2/Optimization_2_Results_R1.zip → results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.4flight.csv +2 -2
  29. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.5flight.csv +3 -0
  30. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.6flight.csv +3 -0
  31. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.7flight.csv +3 -0
  32. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.8flight.csv +3 -0
  33. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.9flight.csv +3 -0
  34. results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_1.0flight.csv +3 -0
  35. results/optimization_2/Optimization_2_Results_R1/flight_results_0.2farm_0.1flight.csv +0 -0
  36. results/optimization_2/Optimization_2_Results_R1/flight_results_0.2farm_0.2flight.csv +0 -0
  37. results/optimization_2/Optimization_2_Results_R1/flight_results_0.2farm_0.3flight.csv +3 -0
  38. sensitivity/R1_Sensitivity_Tables.xlsx +0 -0
.gitattributes CHANGED
@@ -120,3 +120,19 @@ optimization_1/Optimization_1_flight_analysis_results_15100m_merged_R1.csv filte
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  optimization_1/Optimization_1_flight_analysis_results_9100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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  optimization_1/Optimization_1_flight_analysis_results_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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  optimization_1/optimized_shift_flight_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  optimization_1/Optimization_1_flight_analysis_results_9100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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  optimization_1/Optimization_1_flight_analysis_results_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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  optimization_1/optimized_shift_flight_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/baseline/flight_analysis_results_15100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/baseline/flight_analysis_results_9100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/baseline/flight_analysis_results_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_1/Optimization_1_flight_analysis_results_15100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_1/Optimization_1_flight_analysis_results_9100m_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_1/Optimization_1_flight_analysis_results_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_1/optimized_shift_flight_merged_R1.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.3flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.4flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.5flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.6flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.7flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.8flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_0.9flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.1farm_1.0flight.csv filter=lfs diff=lfs merge=lfs -text
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+ results/optimization_2/Optimization_2_Results_R1/flight_results_0.2farm_0.3flight.csv filter=lfs diff=lfs merge=lfs -text
README.md CHANGED
@@ -47,10 +47,10 @@ python download_data.py # run inside the cloned code repository
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  | `baseline/` | system model at 12,100 m (reference) and at 9,100 and 15,100 m: one row per eligible flight (86,084 at 12,100 m) and one row per qualified solar farm (438); Supplementary Tables 1–7 |
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  | `baseline/route_maps/` | route maps of the eligible flights by range class (Fig. 3b–d) |
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  | `optimization_1/` | flight schedule optimization at the three altitudes, with the optimized shift of each flight; Supplementary Tables 8–14 |
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- | `optimization_2/Optimization_2_Results_R1.zip` | farm-and-flight choice optimization: selected farms and flights in each of the 100 penetration scenarios |
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  | `optimization_2/Optimization_2_summary_R1.csv` | totals of each scenario (Supplementary Table 15) |
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  | `optimization_2/penetration_state_totals.csv` | state totals of each scenario, for Supplementary Figs. 14–23 |
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- | `optimization_2/route_maps/Figure_8_All_Penetrations_R1.zip` | route maps of the selected flights in each scenario, for Supplementary Figs. 14–23 and Fig. 8a |
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  | `sensitivity/R1_Sensitivity_Tables.xlsx` | sensitivity analyses of Supplementary Notes 7–10 (Supplementary Figs. 33–37) and the model assumptions |
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  | `representativeness/` | weekly measures over 2025 (Supplementary Note 1 and Supplementary Fig. 1) |
56
 
 
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  | `baseline/` | system model at 12,100 m (reference) and at 9,100 and 15,100 m: one row per eligible flight (86,084 at 12,100 m) and one row per qualified solar farm (438); Supplementary Tables 1–7 |
48
  | `baseline/route_maps/` | route maps of the eligible flights by range class (Fig. 3b–d) |
49
  | `optimization_1/` | flight schedule optimization at the three altitudes, with the optimized shift of each flight; Supplementary Tables 8–14 |
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+ | `optimization_2/Optimization_2_Results_R1/` | farm-and-flight choice optimization: selected farms and flights in each of the 100 penetration scenarios (`solar_results_*` and `flight_results_*`) |
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  | `optimization_2/Optimization_2_summary_R1.csv` | totals of each scenario (Supplementary Table 15) |
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  | `optimization_2/penetration_state_totals.csv` | state totals of each scenario, for Supplementary Figs. 14–23 |
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+ | `optimization_2/route_maps/` | route maps of the selected flights in each scenario (`flight_map_*`), for Supplementary Figs. 14–23 and Fig. 8a |
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  | `sensitivity/R1_Sensitivity_Tables.xlsx` | sensitivity analyses of Supplementary Notes 7–10 (Supplementary Figs. 33–37) and the model assumptions |
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  | `representativeness/` | weekly measures over 2025 (Supplementary Note 1 and Supplementary Fig. 1) |
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optimization_2/.DS_Store DELETED
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optimization_2/Optimization_2_summary_R1.csv DELETED
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- p_solar_farm,p_flight,Total_Energy_Supplied_MWh,Total_Flight_Duration_Supported_Hours,Production_Beaming_Cost,CO2_Emissions_Beaming,Original_Fuel_Cost_Baseline,Original_CO2_Emissions_Baseline,CO2_Emissions_Reduction,Money_Cost_Saving
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optimization_2/penetration_state_totals.csv DELETED
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representativeness/weekly_energy_estimate.csv DELETED
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representativeness/weekly_flight_hours.csv DELETED
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representativeness/weekly_flight_hours.txt DELETED
@@ -1,8 +0,0 @@
1
- weeks: 53 (51 complete, 2 partial)
2
- reference week 2025-04-07: 344,984 hours, 148,814 flights
3
- daytime 219,985 h (63.8%), nighttime 124,999 h
4
- rank among complete weeks: 18 of 51 (+0.79% vs median, 67th percentile)
5
- complete weeks: min 294,365, median 342,267, max 360,535 hours
6
- spread: max/min = 1.22, CV = 5.0%
7
- daytime share: min 60.4%, median 64.1%, max 67.9% (reference 63.8%)
8
- flights airborne across a daylight-saving transition: 681
 
 
 
 
 
 
 
 
 
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