| Literature DB >> 29330602 |
Abstract
BACKGROUND: In the summer of 2015, hundreds of wildfires burned across the state of Alaska, and consumed more than 1.6 million ha of boreal forest and wetlands in the Yukon-Koyukuk region. Mapping of 113 large wildfires using Landsat satellite images from before and after 2015 indicated that nearly 60% of this area was burned at moderate-to-high severity levels. Field measurements near the town of Tanana on the Yukon River were carried out in July of 2017 in both unburned and 2015 burned forested areas (nearly adjacent to one-another) to visually verify locations of different Landsat burn severity classes (low, moderate, or high; LBS, MBS, HBS).Entities:
Keywords: Alaska; Boreal forest; Carbon emission; Landsat; Soil carbon; Wildfire
Year: 2018 PMID: 29330602 PMCID: PMC5768572 DOI: 10.1186/s13021-017-0090-0
Source DB: PubMed Journal: Carbon Balance Manag ISSN: 1750-0680
Previous estimates of regional carbon emissions from forest fires in Interior Alaska
| Region | Year(s) | Tg C year−1 | Error (±) | References |
|---|---|---|---|---|
| Yukon River Basin, Alaska | 2004 | 81 | 13.6 | Tan et al. [ |
| Alaska boreal forests | 2000–2009 | 14 | 0.6 | Turetsky et al. [ |
| Alaska boreal forests | 2004 | 69 | Veraverbeke et al. [ | |
| Alaska boreal forests and wetlands | 1950–2009 | 39 | McGuire et al. [ |
Fig. 1Wildfires from 2015 analyzed for Landsat RdNBR classes in the Yukon–Kukukuk region of Alaska from the MTBS
Fig. 2Measurement sites for CBI estimation and soil attributes within the Spicer Creek Fire’s Landsat RdNBR classes
Fig. 3Correlation of the Landsat RdNBR (from 2016) with CBI estimates for forest sites surveyed near Tanana in July 2017
Fig. 4Average TIR temperature profiles for 19 burned (CBI > 2; dashed line) and 19 unburned (CBI = 0; solid line) soil pits excavated to 30 cm depth. Error bars show 2 standard errors of the mean
Surface mineral soil carbon and nitrogen content from unburned (CBI = 0) and severely burned (CBI > 2) forest sites in 2015 near Tanana Alaska
| C (% sample dry weight) | N (% sample dry weight) | C/N ratio | |
|---|---|---|---|
| Mean CBI = 0 | 12.56 | 0.64 | 19.21 |
| Mean CBI > 2 | 4.38 | 0.27 | 15.39 |
| 2SE CBI = 0 | 4.76 | 0.25 | 1.85 |
| 2SE CBI > 2 | 1.88 | 0.11 | 1.15 |
| Min CBI = 0 | 1.14 | 0.15 | 7.60 |
| Min CBI > 2 | 0.90 | 0.09 | 10.00 |
| Max CBI = 0 | 37.74 | 1.93 | 25.06 |
| Max CBI > 2 | 18.45 | 1.08 | 18.38 |
| K–S test | < 0.01 | < 0.05 | < 0.01 |
2SE indicate two standard errors of the mean
Live moss, surface organic layer, and soil carbon content (to 30 cm depth) estimated for unburned and severely burned (since 2015) forests near Tanana, based on previous bulk density measurements from forest sites across Alaska and percent mineral soil carbon changes from Table 1. Bulk density (g cm−3)
| Horizon | Site 1 | Site 2a | Site 2b | Site 3 | Mean | Kg C m−2 unburned | Kg C m−2 burned | Kg C m−2 difference |
|---|---|---|---|---|---|---|---|---|
| Moss | 0.02 | 0.02 | 1.0 | 0.5 | 0.5a | |||
| A | 0.40 | 0.30 | 0.50 | 0.35 | 17.6 | 8.8 | 8.8a | |
| B | 0.75 | 0.52 | 0.64 | 23.9 | 8.3 | 15.6 |
Bulk density measurements of surface organic layer (A) and mineral horizon (B)
Site 1 [5]
Site 2 [14]
Site 3 [25]
a Carbon difference between unburned and severely burned sites for live moss and A horizon was assumed to be 50% by weight [26]
List of wildfires (greater than 10,000 ha) in the Yukon–Koyukuk region of Alaska in 2015
| Fire name | HUC4 name | Latitude | Hectares | %MBS | %HBS |
|---|---|---|---|---|---|
| Middle Yukon Fires | Nowitna River | 64.550 | 164,890 | 26 | 31 |
| Tobatokh | Melozitna River | 65.760 | 89,117 | 18 | 49 |
| Isahultila | Koyukuk Flats | 66.050 | 78,020 | 31 | 24 |
| Holtnakatna | Dulbi River | 65.393 | 72,949 | 34 | 16 |
| Tanana Area Fires | Ramparts to Ruby | 65.318 | 71,590 | 26 | 48 |
| Rock | Koyukuk Flats | 66.044 | 57,895 | 31 | 45 |
| Big Mud River 1 | Nowitna River | 64.670 | 57,069 | 30 | 44 |
| Munsatli 2 | North Fork Kuskokwim River | 63.726 | 50,455 | 27 | 51 |
| Blazo | Lower Innoko River | 63.479 | 50,175 | 38 | 9 |
| Sushgitit Hills | Kanuti River | 66.051 | 47,887 | 24 | 48 |
| Torment Creek | Kanuti River | 65.943 | 43,304 | 26 | 27 |
| Sea | Nowitna River | 64.013 | 40,745 | 27 | 35 |
| 3 day | Huslia River | 65.741 | 36,420 | 38 | 31 |
| Hay Slough | Lower Tanana River | 65.034 | 34,887 | 29 | 20 |
| Dulbi River | Dulbi River | 65.176 | 34,389 | 24 | 4 |
| Blind River | Ramparts to Ruby | 65.109 | 34,087 | 32 | 32 |
| Bering Creek | Ramparts to Ruby | 65.014 | 30,874 | 34 | 34 |
| Rungun Creek | North Fork Kuskokwim River | 63.565 | 25,315 | 26 | 46 |
| West Fork | Yukon Flats | 66.366 | 24,990 | 37 | 18 |
| Iditarod River | Lower Innoko River | 62.549 | 24,644 | 21 | 5 |
| Lloyd | Lower Tanana River | 64.668 | 22,890 | 24 | 56 |
| Hardpac Creek | Yukon Flats | 66.904 | 20,974 | 21 | 53 |
| Carlson Lake | Kantishna River | 63.764 | 19,502 | 45 | 8 |
| Lower Reindeer Peak | Lower Innoko River | 62.481 | 19,265 | 24 | 21 |
| Old Woman | Unalakleet | 64.043 | 18,812 | 32 | 35 |
| Holonada | Tozitna River | 65.693 | 18,346 | 25 | 9 |
| Stuyahok River | Anvik to Pilot Station | 62.251 | 18,308 | 32 | 21 |
| Sethkokna | Nowitna River | 64.258 | 15,867 | 28 | 45 |
| Yukon Creek | Galena | 64.300 | 15,794 | 29 | 6 |
| Glacier | Melozitna River | 65.129 | 15,334 | 35 | 41 |
| Harper Bend | Lower Tanana River | 64.938 | 15,215 | 29 | 44 |
| Nulato | Galena | 64.818 | 14,458 | 33 | 26 |
| Hamlin Creek | Ramparts | 65.924 | 14,095 | 26 | 49 |
| Hickey Creek | Upper Innoko River | 62.600 | 13,635 | 23 | 54 |
| Deepbank Creek | Farewell Lake | 62.886 | 13,386 | 39 | 48 |
| Birch Creek 2 | Birch-Beaver Creeks | 65.372 | 13,257 | 28 | 8 |
| Our Creek | Nowitna River | 63.964 | 12,796 | 29 | 48 |
| Aggie Creek | Tolovana River | 65.247 | 12,498 | 21 | 24 |
| Lawson | Nowitna River | 64.433 | 12,005 | 25 | 45 |
| Soda Creek | North Fork Kuskokwim River | 63.246 | 10,424 | 21 | 53 |
| Sum for all 113 fires | 1,635,293 | ||||
| Mean | 14,472 | 30 | 27 | ||
| Standard deviation | 23,101 | 9 | 18 | ||
| Maximum | 164,890 | 57 | 65 | ||
| Minimum | 453 | 10 | 1 |
Previous estimates of carbon emissions from forest fires in Alaska
| Forest stratum | Kg C m−2 | Fraction consumed | References | ||
|---|---|---|---|---|---|
| HBS | MBS | LBS | |||
| Aboveground biomass | 2.23 | 0.42 | 0.34 | 0.13 | Tan et al. [ |
| 2.00 | Mack et al. [ | ||||
| 3.50 | Kane and Vogel [ | ||||
| Surface organic layer | 5.85 | 0.59 | 0.39 | 0.23 | Tan et al. [ |
| 6.15 | Turetsky et al. [ | ||||
| 7.70 | French et al. [ | ||||
| 4.28 | Troth et al. [ | ||||
| 6.30 | Kane and Vogel [ | ||||
| Mineral topsoil | 10.23 | Kane and Vogel [ | |||
a Estimated based on normalization to soil carbon stocks from 100 years since last disturbance of the sites studied