Have Historical Land Use/Land Cover Changes Triggered a Fire Regime Shift in Central Spain?
Abstract
:1. Introduction
2. Materials and Methods
2.1. Case Studies
2.2. Material: Geohistorical Sources, Statistics, and Geospatial Data
2.2.1. Historical Cartography
2.2.2. Aerial Photography
2.2.3. Geospatial Data
2.2.4. UCM Fire History Dataset
2.2.5. Statistical Fire Data
2.3. Methodology
2.3.1. Historical LULC Mapping
2.3.2. Fire History Reconstruction
2.3.3. Integrated Assessment of the Interactions between LULC Changes and Fire History at the Local Scale
3. Results
3.1. Historical Land Use/Land Cover Reconstruction
3.2. Fire History Reconstruction
3.3. Spatiotemporal Patterns of Land Use/Land Cover Changes and Fire Occurrence
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Case Study | No. of Municipalities | Years |
---|---|---|
Gata | 3 | 1941, 1932 |
Hurdes | 4 | 1903, 1904, 1907, 1931, 1945 |
Tiétar | 2 | 1892, 1902 |
Iruelas | 3 | 1906, 1907, 1936 |
El Espinar | 2 | 1901, 1908 |
Sorbe | 5 | 1895, 1896, 1897 |
Level 1 (L1) Code | Description L1 | Level 2 (L2) Code | Description L2 | CLC2000 Classes |
---|---|---|---|---|
1 | Farmland | 11 | Cropland | Arable land (2.1); Permanent crops (2.2); Heterogeneous agricultural areas (2.4.1, 2.4.2, 2.4.3) |
12 | Pasture grassland | Pastures (2.3); Natural grassland (3.2.1) | ||
2 | Seminatural grazing land | Sparsely vegetated areas (3.3.3) | ||
3 | Agroforestry | Agro-forestry areas (2.4.4) | ||
4 | Forest and woodland | 41 | Forest and other wooded land | |
42 | Forest | Forests (3.1); Transitional woodland shrub (3.2.4) | ||
43 | Shrubland | Moors and heathland (3.2.2); Sclerophyllous vegetation (3.2.3) | ||
5 | Other | Artificial surfaces (1) | ||
Wetlands (4) | ||||
Water bodies (5) | ||||
Beaches, dunes and sand plains (3.3.1) | ||||
Bare rocks (3.3.2) | ||||
Burned areas (3.3.4) | ||||
Glaciers and perpetual snow (3.3.5) |
(1890–1930)–(1956–1957) | (1956–1957)–(the 2000s) | |||
---|---|---|---|---|
Case Study | Changes (%) | Stability (%) | Changes (%) | Stability (%) |
Gata | 62.11 | 37.89 | 55.43 | 44.56 |
Hurdes | 87.21 | 12.79 | 94.79 | 5.21 |
Tiétar | 90.19 | 9.81 | 77.07 | 22.92 |
Iruelas | 93.32 | 6.68 | 73.03 | 26.96 |
El Espinar | 85.96 | 14.04 | 53.49 | 46.51 |
Sorbe | 79.89 | 20.11 | 77.23 | 22.77 |
Case Studies | N Fire Records | Burned Area (ha) | Burned Area—Large Fires (>100 ha) | Burned Area—Medium Size Fires (50–100 ha) | Burned Area—Small Fires (<50 ha) | % Records with Best Accuracy Level |
---|---|---|---|---|---|---|
Gata | 137 | 1923.0 | 1662.5 | 77.3 | 183.2 | 5.1 |
Hurdes | 54 | 354.4 | - | 210.0 | 144.4 | 66.7 |
Tiétar | 339 | 10,254.5 | 9517.0 | 310.0 | 427.5 | 25.7 |
Iruelas | 479 | 14,940.1 | 13879.7 | 484.3 | 576.1 | 35.1 |
El Espinar | 292 | 3185.6 | 2274.5 | 501.0 | 410.1 | 52.4 |
Sorbe | 53 | 4442.9 | 4305.0 | - | 137.9 | 64.2 |
Central Mountain System | 2159 | 47291.7 | 44381.8 | 1382.4 | 1527.4 | 64.4 |
Case Studies | N Fire Records | Burned Area (ha) | Burned Area—Large Fires (>100 ha) | Burned Area—Medium Fires (50–100 ha) | Burned Area—Small Fires (<50 ha) |
---|---|---|---|---|---|
Gata | 2099 | 24,492.7 | 16,572.2 | 2717.9 | 5202.6 |
Hurdes | 711 | 15,672.5 | 13,105.1 | 652.1 | 1915.3 |
Tiétar | 1083 | 13,921.98 | 10,263.28 | 1488.75 | 2169.95 |
Iruelas | 1134 | 12,611.5 | 10,753.9 | 345.0 | 1512.6 |
El Espinar | 556 | 1786.4 | 536.8 | 395.7 | 853.9 |
Sorbe | 86 | 2987.8 | 2793.3 | 0.0 | 194.5 |
Central Mountain System | 25,365 | 280,696.7 | 197,651.9 | 24,082.2 | 58,962.6 |
LULC Change | ||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Stability | Agriculture and Pasture Abandonment | Progressive Processes of Forest Land | Regressive Processes of Forest Land | Other Changes | No Data | |||||||||||||||||||||||||
Study Case | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) |
Gata | 3257.1 | 37.9 | 6 | 31.2 | 51.8 | 2071.8 | 24.1 | 7 | 24.0 | 39.9 | 1304.3 | 15.2 | 7 | no data | no data | 1933.0 | 22.5 | 6 | 5.0 | 8.3 | 29.4 | 0.3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Hurdes | 903.1 | 12.8 | 2 | 0.02 | 0.1 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 2686.1 | 38.0 | 4 | 20.3 | 99.9 | 270.5 | 3.8 | 1 | no data | no data | 187.9 | 2.7 | 0 | 0.0 | 0.0 | 3013.5 | 42.7 | 2 | no data | no data |
Iruelas | 502.8 | 7.2 | 1 | no data | no data | 747.6 | 10.8 | 6 | 299.0 | 17.5 | 4903.0 | 70.6 | 24 | 1409.8 | 82.3 | 747.6 | 10.8 | 6 | 4.4 | 0.3 | 43.8 | 0.6 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Tietar | 758.3 | 9.8 | 1 | no data | no data | 440.6 | 5.7 | 0 | 0.0 | 0.0 | 309.4 | 4.0 | 0 | 0.0 | 0.0 | 282.0 | 3.7 | 0 | 0 | 0.0 | 67.1 | 0.9 | 0 | 0.0 | 0.0 | 5872.6 | 75.9 | 31 | 538.2 | 100.0 |
Espinar | 1173.5 | 14.9 | 5 | 9.3 | 4.4 | 79.3 | 1.0 | 0 | 0.0 | 0.0 | 4164.1 | 53.0 | 15 | 122.1 | 58.0 | 2290.4 | 29.2 | 10 | 79.0 | 37.6 | 150.3 | 1.9 | 1 | no data | no data | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Sorbe | 1738.7 | 20.1 | 4 | 4.0 | 27.9 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 4556.5 | 52.7 | 7 | 6.0 | 41.9 | 1649.9 | 19.1 | 4 | 4.3 | 30.1 | 699.8 | 8.1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
LULC Change | ||||||||||||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Study Case | Stability | Agriculture and Pasture Abandonment | Progressive Processes of Forest Land | Regressive Processes of Forest Land | Other Changes | No Data | ||||||||||||||||||||||||
Study Case | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) | Area (ha) | Area (%) | N Fires | BA (ha) | BA (%) |
Gata | 2851.9 | 49.3 | 5 | 1.5 | 4.5 | 460.4 | 7.9 | 3 | 1.6 | 4.6 | 3836.1 | 66.3 | 6 | 8.7 | 25.7 | 1471.7 | 25.4 | 2 | 22.0 | 65.3 | 16.8 | 0.3 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Hurdes | 775.6 | 12.3 | 0 | 0.0 | 0.0 | 28.3 | 0.5 | 0 | 0.0 | 0.0 | 3921.2 | 62.4 | 1 | 0.01 | 100.0 | 1995.0 | 31.7 | 0 | 0.0 | 0.0 | 341.7 | 5.4 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Iruelas | 2368.5 | 45.6 | 9 | 1201.0 | 27.5 | 180.6 | 3.5 | 0 | 0.0 | 0.0 | 3318.9 | 63.9 | 7 | 1190.0 | 27.3 | 1086.5 | 20.9 | 1 | 1975.0 | 45.2 | 598.7 | 11.5 | 1 | no data | no data | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Tietar | 1526.2 | 24.6 | 1 | 40.0 | 12.4 | 1052.8 | 16.9 | 0 | 0.0 | 0.0 | 1475.8 | 23.9 | 3 | no data | no data | 3552.3 | 57.2 | 12 | 281.5 | 87.6 | 77.2 | 1.2 | 0 | 0.0 | 0.0 | 46.5 | 0.6 | 0 | 0.0 | 0.0 |
Espinar | 3672.2 | 87.1 | 6 | 50.0 | 20.2 | 128.6 | 3.1 | 0 | 0.0 | 0.0 | 3020.4 | 71.6 | 6 | 197.5 | 79.8 | 815.2 | 19.3 | 0 | 0.0 | 0.0 | 248.5 | 5.9 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
Sorbe | 2444.3 | 39.4 | 2 | 501.0 | 27.8 | 119.4 | 1.9 | 0 | 0.0 | 0.0 | 2873.3 | 46.3 | 0 | 0.0 | 0.0 | 2087.6 | 33.7 | 0 | 0.0 | 0.0 | 1120.3 | 18.1 | 1 | 1300.0 | 72.2 | 0.0 | 0.0 | 0 | 0.0 | 0.0 |
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Montiel-Molina, C.; Vilar, L.; Romão-Sequeira, C.; Karlsson, O.; Galiana-Martín, L.; Madrazo-García de Lomana, G.; Palacios-Estremera, M.T. Have Historical Land Use/Land Cover Changes Triggered a Fire Regime Shift in Central Spain? Fire 2019, 2, 44. https://doi.org/10.3390/fire2030044
Montiel-Molina C, Vilar L, Romão-Sequeira C, Karlsson O, Galiana-Martín L, Madrazo-García de Lomana G, Palacios-Estremera MT. Have Historical Land Use/Land Cover Changes Triggered a Fire Regime Shift in Central Spain? Fire. 2019; 2(3):44. https://doi.org/10.3390/fire2030044
Chicago/Turabian StyleMontiel-Molina, Cristina, Lara Vilar, Catarina Romão-Sequeira, Oskar Karlsson, Luis Galiana-Martín, Gonzalo Madrazo-García de Lomana, and Ma Teresa Palacios-Estremera. 2019. "Have Historical Land Use/Land Cover Changes Triggered a Fire Regime Shift in Central Spain?" Fire 2, no. 3: 44. https://doi.org/10.3390/fire2030044
APA StyleMontiel-Molina, C., Vilar, L., Romão-Sequeira, C., Karlsson, O., Galiana-Martín, L., Madrazo-García de Lomana, G., & Palacios-Estremera, M. T. (2019). Have Historical Land Use/Land Cover Changes Triggered a Fire Regime Shift in Central Spain? Fire, 2(3), 44. https://doi.org/10.3390/fire2030044