Unburnable and Unleakable Carbon in Western Amazon: Using VIIRS Nightfire Data to Map Gas Flaring and Policy Compliance in the Yasuní Biosphere Reserve
Abstract
:1. Introduction
1.1. Leaving Fossil Fuel Underground: From the Yasuní-ITT Initiative to Unburnable Carbon Areas
1.2. Unburnable Carbon and Unleakable Gas Flaring
1.3. Remote Sensing to Monitor Gas Flaring in the World
1.4. Geographical Framework: The Ecuadorian Amazon Region and the Yasuni Biosphere Reserve
1.5. Aims of the Study
2. Materials and Methods
2.1. Territorial Data Collection
2.2. Socio-Environmental Impacts and Metrics for Potential Impacts on Ecosystems and Local Communities
2.3. NOAA Nightfire for the Detection of Gas Flaring
- An annual dataset, which includes confirmed gas flaring sites from 2012 to 2018 and, for each flare, a data report of average temperature, amount of flared gas, number of usable images without cloud coverage (clear observations), and detection frequency. The included sites are extracted from daily detections using as discriminants: i) the number of detections in a 15 arc second grid, eliminating single and double detections; ii) if the estimation of the temperature was possible; iii) where temperature estimation was not possible, proximity to other flare sites and Google Earth Pro validation;
2.4. Daily Detection Data Processing for Near Real-Time Monitoring of Gas Flaring Activities
2.5. Spatial Validation of Identified New Flare Sites
3. Results and discussion
3.1. Gas Flaring Monitoring in the Ecuadorian Amazon Region over Seven Years (2012–2018)
3.2. Geospatial Analysis of Currently Active Gas Flaring Sites
3.3. Daily Detection Processing and Spatial Validation Results
3.4. Tiputini Oil Field: A Case Study
3.5. Potentially Affected Areas in Tropical Ecosystems and Local Communities
4. Discussion and Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
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Distance (m) | Impact | Target | Source |
---|---|---|---|
5000 | Hazardous chemical contamination of air | Human | Argo, 2001 [96] |
650 | Temperature alteration | Environment | Ozabor and Obisesan, 2015 [97] |
650 | Pollutants above U.S. Environmental Protection Agencyconcentrations | Human | Nduka Ojeh V, 2012 [98] |
2000 | Alteration of microclimate, soil parameters and 50% decrease in mays yield | Environment | Odjugo, 2009 [95] |
1350 | Particulate matter above World Health Organization limits | Human | Strosher, 1996 [99] |
2000 | Temperature alteration | Environment | Anomoharan, 2012 [100] |
2000 | Lead in rainwater above World Health Organization limits | Human | Uzoma, 2015 [94] |
1000 | Damages to buildings | Human | Iyorakpo, 2015 [101] |
2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | Total | |
---|---|---|---|---|---|---|---|---|
Gas flaring sites active each year | 58 | 62 | 69 | 67 | 84 | 77 | 68 | 102 |
Active new gas flaring sites | - | 7 | 10 | 3 | 19 | 8 | 7 | 54 |
Closed gas flaring sites | 3 | 3 | 5 | 2 | 15 | 16 | - | 44 |
Variation of gas flaring sites (%) | +0.0 | +6.9 | +11.3 | −2.9 | +25.4 | −8.3 | −11.7 | +17.2 |
Total flared gas (MCM) | 818 | 807 | 1006 | 1069 | 1169 | 1086 | 933 | 6888 |
Variation of flared gas (%) | +0.0 | -1.3 | +24.6 | +6.3 | +9.3 | −7.1 | −14.0 | +14.1 |
Flared gas from the activated new gas flaring sites in the study period (MCM) | - | 17 | 76 | 14 | 52 | 20 | 36 | 1044 |
% of flared gas from the new gas flaring sites | 0.0 | 2.2 | 7.5 | 1.3 | 4.4 | 1.8 | 3.8 | 15.1 |
2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | Total | |
---|---|---|---|---|---|---|---|---|
Gas flaring sites active each in YBR | 15 | 15 | 15 | 15 | 20 | 16 | 12 | 24 |
Flared gas in YBR (MCM) | 186 | 166 | 195 | 178 | 210 | 173 | 159 | 1268 |
Gas flaring sites in YBR/Core | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Flared gas in YBR/Core (MCM) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Gas flaring sites in YBR/Buffer | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 3 |
Flared gas in YBR/Buffer (MCM) | 74 | 46 | 54 | 43 | 57 | 46 | 49 | 369 |
Gas flaring sites in YBR/Transition | 12 | 12 | 12 | 12 | 18 | 14 | 11 | 21 |
Flared gas in YBR/Transition (MCM) | 112 | 120 | 141 | 135 | 153 | 127 | 110 | 898 |
Flare id | Included in the NOAA 2012/2016 Dataset | Detection Number | First Detection Date (yyyy/mm) | Last Detection Date (yyyy/mm) | Identified with Google Earth Pro | Date of Google Earth Pro Imagery (yyyy/mm) | Ground Validation |
---|---|---|---|---|---|---|---|
1 | X | 68 | 2017/06 | 2019/04 | X | 2016/10 | X |
2 | X | 27 | 2017/07 | 2019/04 | 2012/1 | X | |
3 | 25 | 2017/12 | 2019/04 | 2007/9 | X | ||
4 | X | 25 | 2017/03 | 2019/03 | X | 2018/9 | X |
5 | 16 | 2018/08 | 2019/04 | low resolution | X | ||
6 | X | 15 | 2017/08 | 2019/04 | 2012/01 | X | |
7 | 14 | 2018/07 | 2019/04 | X | 2017/12 | X | |
8 | 14 | 2017/10 | 2019/04 | 2003/08 | X | ||
9 | 12 | 2018/09 | 2019/04 | 2017/12 | X | ||
10 | 11 | 2017/09 | 2019/01 | 2016/10 | X | ||
11 | 11 | 2018/03 | 2019/04 | 2012/01 | X | ||
12 | 10 | 2019/01 | 2019/04 | 2017/12 | X | ||
13 | 10 | 2018/12 | 2019/04 | X | 2018/9 | X | |
14 | 9 | 2017/10 | 2019/04 | Clouds | 2017/12 | X | |
15 | X | 9 | 2017/09 | 2018/12 | X | 2014/08 | X |
16 | 9 | 2018/09 | 2019/02 | X | 2018/02 | X | |
17 | X | 9 | 2019/01 | 2019/04 | 2017/12 | X | |
18 | X | 8 | 2017/06 | 2019/04 | 2014/08 | X | |
19 | 6 | 2019/03 | 2019/04 | 2018/09 | X | ||
20 | 6 | 2017/08 | 2019/04 | X | 2014/08 | X | |
21 | 6 | 2018/03 | 2019/04 | X | 2018/03 | No data | |
22 | 6 | 2018/03 | 2019/04 | 2012/06 | X | ||
23 | 5 | 2019/03 | 2019/04 | 2014/08 | X | ||
24 | 5 | 2019/01 | 2019/04 | 2012/01 | X | ||
25 | 4 | 2017/10 | 2019/01 | 2012/01 | X | ||
26 | 4 | 2018/06 | 2019/01 | 2014/10 | X | ||
27 | 4 | 2018/03 | 2019/04 | low resolution | No data | ||
28 | 4 | 2018/01 | 2019/01 | 2014/10 | X | ||
29 | 4 | 2018/09 | 2019/03 | X | 2017/12 | X | |
30 | 4 | 2019/03 | 2019/04 | 2018/09 | X | ||
31 | 4 | 2017/03 | 2018/05 | X | 2017/12 | X | |
32 | X | 4 | 2017/07 | 2019/03 | 2012/01 | X | |
33 | 3 | 2018/05 | 2019/04 | low resolution | X | ||
34 | 3 | 2018/10 | 2019/04 | 2015/10 | No data | ||
35 | X | 3 | 2017/10 | 2019/04 | X | 2016/10 | X |
36 | 3 | 2019/03 | 2019/04 | 2018/09 | |||
37 | 3 | 2018/04 | 2018/09 | 2007/05 | X | ||
Total | 9 | - | 2017/01 | 2019/04 | 11 | - | 32 |
Ecosystems as Categorized from Environment Ministry of Ecuador [108] | Code | Impacted Area: Precautional Scenario (km2) | Impacted Area: Conservative Scenario (km2) |
---|---|---|---|
Bosque inundable de la llanura aluvial de los ríos de origen amazónico | BsTa07 | 0.78 | 0 |
Bosque inundado de la llanura aluvial de la Amazonía | BsTa09 | 1.0 | 0.1 |
Bosque inundado de palmas de la llanura aluvial de la Amazonía | BsTa10 | 22.8 | 1.2 |
Bosque siempreverde de penillanura del sector Aguarico/Putumayo/Caquetá | BsTa02 | 254.0 | 22.7 |
Bosque siempreverde de penillanura y llanura del sector Napo/Curaray | BsTa03 | 221.3 | 22.6 |
Bosque siempreverde piemontano del norte/centro de la cordillera oriental de los Andes | BsPa01 | 23.7 | 2.6 |
Herbazal inundado lacustre/ripario de la llanura aluvial de la Amazonía | HsTa01 | 0.5 | 0 |
Total | 524.1 | 49.3 |
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Share and Cite
Facchinelli, F.; Pappalardo, S.E.; Codato, D.; Diantini, A.; Della Fera, G.; Crescini, E.; De Marchi, M. Unburnable and Unleakable Carbon in Western Amazon: Using VIIRS Nightfire Data to Map Gas Flaring and Policy Compliance in the Yasuní Biosphere Reserve. Sustainability 2020, 12, 58. https://doi.org/10.3390/su12010058
Facchinelli F, Pappalardo SE, Codato D, Diantini A, Della Fera G, Crescini E, De Marchi M. Unburnable and Unleakable Carbon in Western Amazon: Using VIIRS Nightfire Data to Map Gas Flaring and Policy Compliance in the Yasuní Biosphere Reserve. Sustainability. 2020; 12(1):58. https://doi.org/10.3390/su12010058
Chicago/Turabian StyleFacchinelli, Francesco, Salvatore Eugenio Pappalardo, Daniele Codato, Alberto Diantini, Giuseppe Della Fera, Edoardo Crescini, and Massimo De Marchi. 2020. "Unburnable and Unleakable Carbon in Western Amazon: Using VIIRS Nightfire Data to Map Gas Flaring and Policy Compliance in the Yasuní Biosphere Reserve" Sustainability 12, no. 1: 58. https://doi.org/10.3390/su12010058
APA StyleFacchinelli, F., Pappalardo, S. E., Codato, D., Diantini, A., Della Fera, G., Crescini, E., & De Marchi, M. (2020). Unburnable and Unleakable Carbon in Western Amazon: Using VIIRS Nightfire Data to Map Gas Flaring and Policy Compliance in the Yasuní Biosphere Reserve. Sustainability, 12(1), 58. https://doi.org/10.3390/su12010058