Climate Trends and Future Scenarios in Afghanistan: Implications for Greenhouse Gas Emissions, Renewable Energy Potential, and Sustainable Development
Abstract
1. Introduction
1.1. Afghanistan’s Current Energy Usage and Renewable Energy Potential
1.1.1. Current Energy Use and Structural Constraints
1.1.2. Renewable Energy Potential and Opportunities
2. Materials and Methods
2.1. Study Area
2.1.1. Climate
2.1.2. Hydrology
2.2. Data
2.2.1. Past Climate and Future Climate Projection
2.2.2. CMIP6 and GFDL-ESM4 Model and Data
2.2.3. Greenhouse Gases and Renewable Energy
2.3. Methods
2.3.1. Data Processing and Analysis
2.3.2. Mann–Kendall (MK) Test
2.3.3. Sen’s Slope (SS) Estimator
3. Results
3.1. Climate Change
3.1.1. Temperature Trends
3.1.2. Precipitation Trends
3.1.3. Future Climate Projection Scenarios
Temperature
Precipitation
3.2. National Greenhouse Gas (GHG) Emissions
3.2.1. Composition of GHG Emissions
3.2.2. Temporal Trends in Emissions (1970–2022)
3.2.3. Sectoral Contributions to GHG Emissions
3.2.4. GHG Emissions per GDP and per Capita
3.2.5. Regional Context and Comparison with Neighboring Countries
3.2.6. Climate Vulnerability Despite Low Emissions
4. Discussion
4.1. Observed Climate Change and Hydroclimatic Stress in Afghanistan
4.2. Implications of Future Climate Projections
4.3. Greenhouse Gas Emissions: Minimal Responsibility, Structural Constraints
4.4. Sectoral Drivers and Development Pathways
4.5. Renewable Energy and Sustainable Development
4.6. Implications for Policy and Research
4.7. Limitations and Data Considerations
5. Conclusions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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| Variables | Trend | p-Value | Z | Tau | S | Var_S | Slope | Intersect | Change |
|---|---|---|---|---|---|---|---|---|---|
| Max | + | <0.000 | 3.649 | 0.377 | 374 | 10,448 | 0.037 | 14 | 1.610 °C |
| Min | + | <0.000 | 4.765 | 0.492 | 488 | 10,444 | 0.033 | 1 | 1.465 °C |
| Mean | + | <0.000 | 4.325 | 0.447 | 443 | 10,446 | 0.036 | 8 | 1.575 °C |
| Precipitation | − | <0.001 | −3.183 | −0.329 | −326 | 10,424 | −0.809 | 467 | −35.596 mm |
| MK and SS Results of mean annual precipitation for the near future (2015–2056) | |||||||||
| Scenario | Trend | p-Value | Z | Tau | S | Var_S | Slope | Intersect | Change (mm) |
| SSP1–1.9 | + | <0.000 | 3.514 | 0.377 | 325 | 8499 | 0.689 | 413 | 28 |
| SSP1–2.6 | + | <0.000 | 6.623 | 0.710 | 612 | 8509 | 3.200 | 369 | 131 |
| SSP2–4.5 | + | <0.000 | 4.748 | 0.509 | 439 | 8508 | 1.640 | 404 | 67 |
| SSP3–7.0 | + | <0.000 | 4.434 | 0.476 | 410 | 8505 | 1.250 | 383 | 51 |
| SSP5–8.5 | + | <0.000 | 5.661 | 0.607 | 523 | 8499 | 0.750 | 385 | 31 |
| MK and SS Results of mean annual precipitation for the far future (2057–2099) | |||||||||
| Scenario | Trend | p-Value | Z | Tau | S | Var_S | Slope | Intersect | Change (mm) |
| SSP1–1.9 | + | 0.021 | 2.305 | 0.245 | 221 | 9106 | 0.571 | 418 | 24 |
| SSP1–2.6 | 0.00 | 0.550 | −0.598 | −0.064 | −58 | 9094 | −0.125 | 443 | −5 |
| SSP2–4.5 | − | 0.001 | −3.256 | −0.345 | −312 | 9118 | −0.952 | 432 | −40 |
| SSP3–7.0 | 0.00 | 0.721 | −0.356 | −0.038 | −35 | 9109 | −0.111 | 392 | −5 |
| SSP5–8.5 | 0.00 | 0.941 | 0.073 | 0.008 | 8 | 9118 | 0.000 | 416 | 0 |
| MK and SS Results of mean annual temperature for the near future (2015–2056) | |||||||||
| Scenario | Trend | p-Value | Z | Tau | S | Var_S | Slope | Intersect | Change (℃) |
| SSP1–1.9 | + | <0.000 | 5.651 | 0.606 | 522 | 8499 | 0.015 | 10 | 0.615 |
| SSP1–2.6 | + | <0.000 | 3.274 | 0.351 | 303 | 8506 | 0.011 | 10 | 0.451 |
| SSP2–4.5 | + | <0.000 | 4.196 | 0.450 | 388 | 8504 | 0.019 | 10 | 0.779 |
| SSP3–7.0 | + | <0.000 | 7.559 | 0.810 | 698 | 8502 | 0.035 | 10 | 1.435 |
| SSP5–8.5 | + | <0.000 | 7.110 | 0.763 | 657 | 8510 | 0.034 | 10 | 1.394 |
| MK and SS Results of mean annual temperature for the far future (2057–2099) | |||||||||
| Scenario | Trend | p-Value | Z | Tau | S | Var_S | Slope | Intersect | Change (℃) |
| SSP1–1.9 | − | <0.000 | −5.424 | −0.575 | −519 | 9119 | −0.015 | 11 | −0.630 |
| SSP1–2.6 | − | 0.018 | −2.347 | −0.249 | −225 | 9109 | −0.003 | 11 | −0.126 |
| SSP2–4.5 | + | <0.000 | 6.953 | 0.736 | 665 | 9117 | 0.029 | 11 | 1.218 |
| SSP3–7.0 | + | 0.000 | 8.719 | 0.924 | 834 | 9127 | 0.054 | 12 | 2.268 |
| SSP5–8.5 | + | 0.000 | 9.024 | 0.956 | 863 | 9123 | 0.070 | 11 | 2.940 |
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Akhundzadah, N.A. Climate Trends and Future Scenarios in Afghanistan: Implications for Greenhouse Gas Emissions, Renewable Energy Potential, and Sustainable Development. Energies 2026, 19, 1067. https://doi.org/10.3390/en19041067
Akhundzadah NA. Climate Trends and Future Scenarios in Afghanistan: Implications for Greenhouse Gas Emissions, Renewable Energy Potential, and Sustainable Development. Energies. 2026; 19(4):1067. https://doi.org/10.3390/en19041067
Chicago/Turabian StyleAkhundzadah, Noor Ahmad. 2026. "Climate Trends and Future Scenarios in Afghanistan: Implications for Greenhouse Gas Emissions, Renewable Energy Potential, and Sustainable Development" Energies 19, no. 4: 1067. https://doi.org/10.3390/en19041067
APA StyleAkhundzadah, N. A. (2026). Climate Trends and Future Scenarios in Afghanistan: Implications for Greenhouse Gas Emissions, Renewable Energy Potential, and Sustainable Development. Energies, 19(4), 1067. https://doi.org/10.3390/en19041067
