Spatial Analysis of Accidental Oil Spills Using Heterogeneous Data: A Case Study from the North-Eastern Ecuadorian Amazon - Archive ouverte HAL Access content directly
Journal Articles Sustainability Year : 2018

Spatial Analysis of Accidental Oil Spills Using Heterogeneous Data: A Case Study from the North-Eastern Ecuadorian Amazon

(1) , (2) , (1) , (1) , (1)
1
2

Abstract

Accidental oil spills were assessed in the northeastern Ecuadorian Amazon, a rich biodiversity and cultural heritage area. Institutional reports were used to estimate oil spill volumes over the period 2001-2011. However, we had to make with heterogeneous and incomplete data. After statistically discriminating well-and poorly-documented oil blocks, some spill factors were derived from the former to spatially allocate oil spills where fragmentary data were available. Spatial prediction accuracy was assessed using similarity metrics in a cross-validation approach. Results showed 464 spill events (42.2/year), accounting for 10,000.2 t of crude oil, equivalent to annual discharges of 909.1 (±SD = 1219.5) t. Total spill volumes increased by 54.8% when spill factors were used to perform allocation to poorly-documented blocks. Resulting maps displayed pollution 'hotspots' in Dayuma and Joya de Los Sachas, with the highest inputs averaging 13.8 t km −2 year −1. The accuracy of spatial prediction ranged from 32 to 97%, depending on the metric and the weight given to double-zeros. Simulated situations showed that estimation accuracy depends on variabilities in incident occurrences and in spill volumes per incident. Our method is suitable for mapping hazards and risks in sensitive ecosystems, particularly in areas where incomplete data hinder this process.
Fichier principal
Vignette du fichier
Spatial_Analysis_of_Accidental_Oil_Spills_Using_He SAQALLI.pdf (1.95 Mo) Télécharger le fichier
Origin : Publisher files allowed on an open archive
Loading...

Dates and versions

hal-01996595 , version 1 (28-01-2019)

Licence

Attribution - CC BY 4.0

Identifiers

Cite

Juan Durango-Cordero, Mehdi Saqalli, Christophe Laplanche, Marine Locquet, Arnaud Elger. Spatial Analysis of Accidental Oil Spills Using Heterogeneous Data: A Case Study from the North-Eastern Ecuadorian Amazon. Sustainability, 2018, 10 (12), pp.1-13. ⟨10.3390/su10124719⟩. ⟨hal-01996595⟩
146 View
196 Download

Altmetric

Share

Gmail Facebook Twitter LinkedIn More