Shortwave Irradiance (1950 to 2020): Dimming, Brightening, and Urban Effects in Central Arizona?
Abstract
:1. Introduction
2. Methods
2.1. Study Area and Sites Used
2.2. Data Bases Used and Methods Employed
2.2.1. The GEBA Dataset
2.2.2. The gridMET Dataset
2.2.3. The AZMET Dataset and Sites used in Study
2.2.4. Clear Day Analysis for Sample Year 2019: Transmissivity and PM10 Data
3. Results
3.1. A Dimming Period 1950–1978
3.2. A Brightening 1979–2020
3.3. Rural–Urban Differences in Shortwave Irradiance
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Stations | Source | Lat°N | Long°W | Elevation Meters | Solar/PM10 Instruments | Land Cover |
---|---|---|---|---|---|---|
Aguila | AZMET 1 | 33.95 | 113.19 | 657 | LiCor LI200 Silicon Cell Pyranometer 400 to 1100 nm | Rural agricultural field |
Phoenix Encanto | AZMET | 33.48 | 112.10 | 334 | LiCor LI200 Silicon Cell Pyranometer 400 to 1100 nm | Suburban golf course |
Maricopa | AZMET | 33.07 | 111.97 | 362 | LiCor LI200 Silicon Cell Pyranometer 400 to 1100 nm | Rural agricultural field |
Phoenix Sky Harbor | GEBA 2 | 33.43 | 112.0 | 340 | Eppley model 50 Pyrheliometer 1951-75; after 1975 Eppley Pyranometer PSP 285 to 2800nm | Urban airport |
Alamo Lake PM10 | Air Now3 | 34.24 | 113.56 | 398 | SSI High Volume Samplers | desert |
West Phx PM10 | Air Now | 33.48 | 112.14 | 334 | SSI High Volume Samplers | suburban |
Durango Complex PM 10 | Air Now | 33.43 | 112.12 | 331 | SSI High Volume Samplers | urban |
Maricopa PM 10 | Air Now | 33.06 | 112.05 | 358 | SSI High Volume Samplers | rural |
Sacaton PM10 | Air Now | 33.08 | 111.75 | 393 | SSI High Volume Samplers | Rural |
Dataset | N (Months) | Mean W/m2 | Std Dev | Bias | Std Error | Lower 95% CI | Upper 95% CI |
---|---|---|---|---|---|---|---|
GEBA | 24 | 191.4 | 72.49 | −0.001 | 14.56 | 164.1 | 220.8 |
gridMET | 24 | 195.4 | 73.34 | −0.067 | 14.74 | 169.1 | 225.6 |
Regression | N (Months) | Pearson’s r | Sig. | A | B | A,B Bias | A,B Std Error | Lower 95% CI A,B | Upper 95% CI A,B |
---|---|---|---|---|---|---|---|---|---|
gridMET vs. GEBA | 24 | 0.99 | 0.00 | 1.0 | 0.09 | 0.03, −0.17 | 0.039 6.95 | 0.915, −15.42 | 1.073, 12.91 |
Station | In Use Since | Date of Field Comparison | Correction (%) Total | Correction (%) Mean Annual |
---|---|---|---|---|
Phoenix, AZ | June 1962 | Sept 1966 | +12.2 | +2.9 |
Fresno, CA | Feb 1963 | Sept 1966 | +4.4 | +1.3 |
Inyokern, CA | Nov 1950 | Sept 1966 | −16.7 | −1.0 |
Ely, NV | March 1963 | Sept 1966 | +6.9 | +2.0 |
Davis, CA | July 1965 | Sept 1966 | +7.8 | +7.8 |
Albuquerque, NM | Unknown in 1966 | Sept 1966 | +2.8 | +2.8 |
Las Vegas, NV | Nov 1965 | Sept 1966 | +0.8 | +0.8 |
Dataset | N (years) | Mean W/m2 | Std Dev | Bias | Std Error | Lower 95% CI | Upper 95% CI |
---|---|---|---|---|---|---|---|
GEBA Uncorrected | 29 | 244.8 | 13.62 | 0.130 | 2.33 | 240.3 | 249.7 |
GEBA Corrected | 29 | 245.4 | 12.8 | 0.025 | 2.32 | 240.8 | 250.2 |
Dataset | N (years) | Pearson’s r | Sig. | A | B | A,B Bias | A,B Std Error |
---|---|---|---|---|---|---|---|
GEBA uncorrected | 29 | −0.78 | 0.000 | −1.29 | 2695 | −−0.003, 5.166 | 0.13, 255.1 |
GEBA corrected | 29 | −0.83 | 0.000 | −1.24 | 2679 | -0.010, 20.1 | 0.12, 242.1 |
Dataset | N (yrs) | Mean (W/m2) | Std Dev | Bias | Std Error | Lower 95% CI * | Upper 95% CI * |
---|---|---|---|---|---|---|---|
gridMETa | 41 | 235.9 | 4.48 | 0.005 | 0.68 | 234.6 | 237.2 |
gridMETb | 34 | 237.1 | 3.82 | 0.019 | 0.62 | 235.8 | 238.3 |
Aguila | 34 | 237.0 | 5.91 | 0.021 | 0.99 | 234.9 | 238.9 |
Encanto | 34 | 231.5 | 6.62 | −0.045 | 1.15 | 229.1 | 233.6 |
Maricopa | 34 | 239.6 | 7.23 | −0.037 | 1.25 | 237.0 | 242.1 |
Dataset | N (yrs) | Pearson’s r | Sig. l | A | B | A,B Bias | A,B Std Error | A,B Lower 95% CI | A,B Upper 95% CI |
---|---|---|---|---|---|---|---|---|---|
gridMETa | 41 | 0.70 | 0.00 | 0.26 | −276 | 0.000, −0.5 | 0.045, 90 | 0.18, −468 | 0.35, −116 |
gridMETb | 34 | 0.60 | 0.00 | 0.23 | −223 | 0.003, −5.0 | 0.056, 113 | 0.12, −461 | 0.35, −14 |
Aguila | 34 | −0.11 | 0.27 | −0.07 | 366 | −0.005, 9.7 | 0.104, 207 | −0.28, −30 | 0.13, 801 |
Encanto | 34 | −0.44 | 0.01 | −0.29 | 816 | −0.003, 5.9 | 0.102, 205 | −0.52, 447 | −0.11, 1269 |
Maricopa | 34 | −0.15 | 0.19 | −0.11 | 461 | 0.003, −6.0 | 0.122, 246 | −0.32, −65 | 0.15, 890 |
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Brazel, A.; Tomalty, R. Shortwave Irradiance (1950 to 2020): Dimming, Brightening, and Urban Effects in Central Arizona? Climate 2021, 9, 137. https://0-doi-org.brum.beds.ac.uk/10.3390/cli9090137
Brazel A, Tomalty R. Shortwave Irradiance (1950 to 2020): Dimming, Brightening, and Urban Effects in Central Arizona? Climate. 2021; 9(9):137. https://0-doi-org.brum.beds.ac.uk/10.3390/cli9090137
Chicago/Turabian StyleBrazel, Anthony, and Roger Tomalty. 2021. "Shortwave Irradiance (1950 to 2020): Dimming, Brightening, and Urban Effects in Central Arizona?" Climate 9, no. 9: 137. https://0-doi-org.brum.beds.ac.uk/10.3390/cli9090137