Satellite-Based Damage Assessment for Town of Baga, Borno State, Nigeria



Similar documents
Obtaining and Processing MODIS Data

High Resolution Information from Seven Years of ASTER Data

Forest Fire Information System (EFFIS): Rapid Damage Assessment

Understanding Raster Data

Mapping Forest-Fire Damage with Envisat

A remote sensing instrument collects information about an object or phenomenon within the

Welcome to NASA Applied Remote Sensing Training (ARSET) Webinar Series

Review for Introduction to Remote Sensing: Science Concepts and Technology

Evaluation of Wildfire Duration Time Over Asia using MTSAT and MODIS

Selecting the appropriate band combination for an RGB image using Landsat imagery

2.3 Spatial Resolution, Pixel Size, and Scale

Processing of Fire Service Products for Wildfire Monitoring in Tanzania at MESA TAFORI Fire Station: The use of ArcGIS Software

Temporal variation in snow cover over sea ice in Antarctica using AMSR-E data product

163 ANALYSIS OF THE URBAN HEAT ISLAND EFFECT COMPARISON OF GROUND-BASED AND REMOTELY SENSED TEMPERATURE OBSERVATIONS

Using Remote Sensing Imagery to Evaluate Post-Wildfire Damage in Southern California

Spectral Response for DigitalGlobe Earth Imaging Instruments

TerraColor White Paper

Assessing Hurricane Katrina Damage to the Mississippi Gulf Coast Using IKONOS Imagery

Change Detection In Satellite Observed Nightime Lights:

Supervised Classification workflow in ENVI 4.8 using WorldView-2 imagery

U.S. Geological Survey Earth Resources Operation Systems (EROS) Data Center

Oil spill approaches Louisiana coast

MOD09 (Surface Reflectance) User s Guide

Monitoring Global Crop Condition Indicators Using a Web-Based Visualization Tool

Cloud Masking and Cloud Products

Using Remotely Sensed Data From ASTER to Look Impact of Recent Earth Quakes in Gujarat, India.

GIS: Geographic Information Systems A short introduction

MODIS IMAGES RESTORATION FOR VNIR BANDS ON FIRE SMOKE AFFECTED AREA

Resolutions of Remote Sensing

Monitoring of Arctic Conditions from a Virtual Constellation of Synthetic Aperture Radar Satellites

EcoInformatics International Inc.

Hyperspectral Satellite Imaging Planning a Mission

Asia-Pacific Environmental Innovation Strategy (APEIS)

National and Sub-national Carbon monitoring tools developed at the WHRC

GIS Lesson 6 MAPS WITH RASTER IMAGES III: SATELLITE IMAGERY TEACHER INFORMATION

How Landsat Images are Made

Active Fire Monitoring: Product Guide

Remote Sensing Satellite Information Sheets Geophysical Institute University of Alaska Fairbanks

BURUNDI: SUSPECTED MASS GRAVES OF VICTIMS OF 11 DECEMBER VIOLENCE

Tracking Change Over Time

ANALYSIS OF FOREST CHANGE IN FIRE DAMAGE AREA USING SATELLITE IMAGES

Saharan Dust Aerosols Detection Over the Region of Puerto Rico

Operational snow mapping by satellites

INVESTIGA I+D+i 2013/2014

APPLICATION OF TERRA/ASTER DATA ON AGRICULTURE LAND MAPPING. Genya SAITO*, Naoki ISHITSUKA*, Yoneharu MATANO**, and Masatane KATO***

Crime Prevention through Environmental Design (CPTED) - Checklist

Reprojecting MODIS Images

Shadows, Angles, and the Seasons

Landscaping with Ornamental Trees and Exterior Structure Features Using EcoSmart Fire Model

Mapping coastal landscapes in Sri Lanka - Report -

APPLICATION OF GOOGLE EARTH FOR THE DEVELOPMENT OF BASE MAP IN THE CASE OF GISH ABBAY SEKELA, AMHARA STATE, ETHIOPIA

Remote Sensing and GIS Application In Change Detection Study In Urban Zone Using Multi Temporal Satellite

McIDAS-V Tutorial Displaying Polar Satellite Imagery updated September 2015 (software version 1.5)

Copyright 2013 wolfssl Inc. All rights reserved. 2

Precipitation Remote Sensing

Universidad Nacional de Rosario Facultad de Ciencias Exactas, Ingeniería y Agrimensura Centro de Sensores Remotos CONICET CONAE NASA

RESULTS FROM A SIMPLE INFRARED CLOUD DETECTOR

Description of Simandou Archaeological Potential Model. 13A.1 Overview

The Canadian Lightning Detection Network Novel Approaches for Performance Measurement and Network Management

TOWN OF MILFORD ZONING BOARD OF ADJUSTMENT APPLICATION FOR SPECIAL EXCEPTION. Name of applicant: Phone #: Address: Address:

Best practices for RGB compositing of multi-spectral imagery

Studying cloud properties from space using sounder data: A preparatory study for INSAT-3D

MAPPING MINNEAPOLIS URBAN TREE CANOPY. Why is Tree Canopy Important? Project Background. Mapping Minneapolis Urban Tree Canopy.

Joint Polar Satellite System (JPSS)

MODIS direct broadcast data for enhanced forecasting and real-time environmental decision making. The role of Remote Sensing in Wildfire Management

The Challenges of Geospatial Analytics in the Era of Big Data

A SURVEY OF CLOUD COVER OVER MĂGURELE, ROMANIA, USING CEILOMETER AND SATELLITE DATA

Understanding image scale and resolution

REMOTE SENSING OF CLOUD-AEROSOL RADIATIVE EFFECTS FROM SATELLITE DATA: A CASE STUDY OVER THE SOUTH OF PORTUGAL

Estimating Firn Emissivity, from 1994 to1998, at the Ski Hi Automatic Weather Station on the West Antarctic Ice Sheet Using Passive Microwave Data

BOOTH DESIGN RULES NEW!

The Matsu Wheel: A Cloud-based Scanning Framework for Analyzing Large Volumes of Hyperspectral Data

Technology Trends In Geoinformation

ROAD WEATHER AND WINTER MAINTENANCE

UPPER COLUMBIA BASIN NETWORK VEGETATION CLASSIFICATION AND MAPPING PROGRAM

Landsat Monitoring our Earth s Condition for over 40 years

Imagery. 1:50,000 Basemap Generation From Satellite. 1 Introduction. 2 Input Data

Integrated Risk Management System Components in the GEO Architecture Implementation Pilot Phase 2 (AIP-2)

Satellite'&'NASA'Data'Intro'

Advantages and limitations of using satellite images for flood mapping

Transcription:

Assessment Date: April 30, 2013 Satellite-Based Damage Assessment for Town of Baga, Borno State, Nigeria (Assessment based on satellite imagery recorded on the mornings of April 6 and 26, 2013) Summary of main findings: A total of 2,275 destroyed and 125 severely damaged buildings were identified within the town of Baga (Borno State, Nigeria) based on a change detection analysis of two very high resolution satellite images collected on the mornings of April 6, before the violence, and April 26, 2013, after the violence. Damages were widely distributed across the southern half of Baga, with multiple clusters of near total building destruction measuring approximately 8 hectares in total area. Virtually all identified building damages exhibit signatures fully consistent with fire, including the presence of burn scars, destroyed trees as well as intact load-bearing walls without a roof. Further, damages match the spatial extent of satellite-detected active fire zones recorded on the night of April 16 (20:55 UTC, 21:55 local time) and the afternoon of April 17, 2013 (12:15 UTC, 13:15 local time) strongly suggesting identified building damages occurred during this period. It is likely that a small percentage of destroyed or severely damaged buildings have not been identified because of tree cover. Total building damages are therefore likely to be higher. Baga Lake Chad Town Coordinates: 13.094N 13.821E

Baga - Overview of Building Damages as on April 26, 2013: MAIN DAMAGE AREA: over 2,400 residential and commercial buildings likely destroyed and severely damaged within southern Baga. The total area of damaged building and burnt vegetation cover measures over 80,000m2 (8ha) in size. 0 250m 500m Virtually all identified building damages exhibit signatures fully consistent with fire and correspond closely with areas of satellite-detected active fires on the night of April 16 and the afternoon of April 17, 2013 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Town Coordinates: 13.094N 13.821E

Baga Focus Area 1 of Building Damages as on April 6, 2013: (Pre-violence view of concentration of building damages) Satellite image has been rotated by 180 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 1 Coordinates: 13.0863N 13.822E

Baga Focus Area 1 of Building Damages as on April 26, 2013: (Post-violence view of concentration of building damages) 285 destroyed and severely damaged buildings, burnt trees and fire burn scars visible within this section of Baga Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Satellite image has been rotated by 180 Focus Area 1 Coordinates: 13.0863N 13.822E

Baga Focus Area 1 of Building Damages as on April 26, 2013: (Post-violence view of concentration of building damages Damages Annotated) 285 destroyed and severely damaged buildings, burnt trees and fire burn scars visible within this section of Baga Satellite image has been rotated by 180 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 1 Coordinates: 13.0863N 13.822E

Baga Focus Area 2 of Building Damages as on April 6, 2013: (Pre-violence view of concentration of building damages) Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Satellite image has been rotated by 180 Focus Area 2 Coordinates: 13.0893N 13.8234E

Baga Focus Area 2 of Building Damages as on April 26, 2013: (Post-violence view of concentration of building damages) 345 destroyed and severely damaged buildings, burnt trees and fire burn scars visible within this section of Baga Satellite image has been rotated by 180 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 2 Coordinates: 13.0893N 13.8234E

Baga Focus Area 2 of Building Damages as on April 26, 2013: (Post-violence view of concentration of building damages Damages Annotated) 345 destroyed and severely damaged buildings, burnt trees and fire burn scars visible within this section of Baga Satellite image has been rotated by 180 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 2 Coordinates: 13.0893N 13.8234E

Baga Focus Area 3 of Building Damages as on April 26, 2013: (Pre-violence view of concentration of building damages, satellite imagery displayed in false-color, near-infrared to highlight areas of extensive fire-related damages and burn scars) Satellite image has been rotated by 165 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 3 Coordinates: 13.0894N 13.8248E

Baga Focus Area 3 of Building Damages as on April 26, 2013: (Post-violence view of concentration of building damages, satellite imagery displayed in false-color, near-infrared to highlight areas of extensive fire-related damages and burn scars) Extensive fire burn scars, burnt trees and large buildings with intact load-bearing walls without a roof Satellite image has been rotated by 165 Pléiades-1A; Image Copyright: CNES 2013; Source: Astrium. Focus Area 3 Coordinates: 13.0893N 13.8234E

Review of Satellite-Detected Active Fires Detected over town of Baga on evening of April 16 and afternoon of April 17 2013: (Active fires detected by NASA environmental satellite sensors: MODIS Aqua and Terra) Satellite-detected active fires zones on April 16 and 17, 2013 closely match building damage locations. Active fire and associated smoke plume visible from Baga at 12:15 UTC April 17, 2013. Approximate zone (1km2) of active fires detected at 12:15 UTC (April 17) Damage buildings annotated in yellow-red Probable smoke plume over 50km long, drifting to south-west Baga Lake Chad Approximate zone (1km2) of active fires a detected at 20:55 UTC (April 16, 2013) Technical attributes of active fires detected over town of Baga La#tude Longitude Date Time Brightness Confidence Scan Track Satellite Version Bright.T31 FRP 13.091 13.829 2013-04- 16 20:55 323.2 100 2.7 1.6 T 5.0 293.2 123.9 13.082 13.811 2013-04- 16 20:55 306.7 48 2.7 1.6 T 5.0 292.4 51.0 13.088 13.816 2013-04- 17 12:15 334.9 76 1.5 1.2 A 5.0 320.9 21.5

Satellite-Based Damage Assessment for Town of Baga, Borno State, Nigeria Notes on Data Sources and Methodology: All imagery analysis was conducted by Human Rights Watch in support of ongoing research on violence in Nigeria, based on a time series of two very high resolution satellite images recorded on the mornings of April 6, (pre-violence) and April 26, 2013, (post-violence). Pléiades commercial satellite imagery was purchased through Astrium Services Geo-Information Division. Imagery copyright Centre National d Études Spatiales (CNES) 2013. Multiple active fires were detected across the southern sections of Baga on the night of April 16 (20:55 UTC) and afternoon of April 17, 2013 (12:15 UTC) by the MODIS sensor aboard NASA satellites Aqua and Terra. These results are preliminary and are subject to revision or correction pending additional imagery review, new testimony and/or ground verification. It is likely that a small percent of destroyed or severely damaged buildings have not been identified because of tree cover. The determination of fire as the probable source of damages identified from satellite imagery is normally made at the level of individual buildings, each evaluated separately based on the relative presence (or absence) of a set of usually distinct signatures including, for example: the presence of intact, load-bearing walls with a collapsed rooftop, the presence of fire burn scars on or immediately adjacent to the property, destroyed adjacent tree/vegetation cover, along with the absence of significant debris fields external to the building foundation. When possible, this is corroborated with thermal anomaly data collected by environmental satellite sensors, which can generally locate the presence of active fires to within one square kilometer. Ancillary GIS data from NGA, NASA and ESRI was also used. 12