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Kalutara SriLanka (Image courtesy of DigitalGlobe, Inc.) Use of Geographic Information in Response to the Sumatra-Andaman Earthquake and Indian Ocean Tsunami of December 26, 2004 by John A. Kelmelis, Lee Schwartz, Carol Christian, Melba Crawford, and Dennis King* The Sumatra-Andaman earthquake, estimated to be the fourth largest earthquake in the world since 1900, took place in the Indian Ocean on December 26, 2004 (USGS, 2005a). The magnitude 9.0+ earthquake triggered a tsunami that claimed approximately 283,000 lives in numerous countries (IFRC, 2005a). The northwest end of the island of Sumatra in Indonesia was the hardest hit, although coastal areas of other countries also suffered many deaths, dislocations, and devastating property losses. More than 1 million people were left homeless. Many types of geospatial data and information were needed to respond to this disaster. The international remote sensing community acquired an enormous amount of data, seeking to provide information for reconnaissance level planning, disaster assessments, and response activities. Maps were developed at various scales to assist responders and aid workers in the field as well as to support planners and policy makers in assessing conditions and planning for massive international assistance efforts. The international response crossed all sectors of society with contributions from government, intergovernmental organizations, academia, civil society, and private industry. Despite these efforts, there were serious problems in the effective delivery of information to decision makers. While such a massive disaster requires a long-term commitment of resources and support, the experiences during the immediate response phase have taught lessons useful to the community of geographers, remote sensing scientists, cartographers, and related scientists and practitioners. 862 Au g u s t 2006 August Layout.indd 862 Int roduct rodu ctio ion n The December 26, 2004, tsunami that devastated the coastal regions of the Indian Ocean from Somalia to Indonesia may not have been unprecedented in magnitude. The Indian Ocean has experienced major earthquakes and tsunamis in the past. Seih et al. (2004) note there was a sequence of strong earthquakes that struck the outer-arc islands of western Sumatra in 1797, 1833, and 1861. All were large enough to cause tsunamis. Other tsunamis occurred in the region in 1843, 1881, 1883, and 1941 (CIRES, 2005; ICMMG, 2005; IRI, 2005; Newcomb and McCann, 1987; Oritz and Bilham, 2003; Seih et al., 2004; USGS 2005a). Given that background, we recognize that large seismic events and attendant tsunamis can be expected in the future. In fact, soon after the December 2004 disaster, risk of another major earthquake was calculated (McCloskey et al., 2005) for the Great Sumatra *Note: Authors are part of the team that coordinated the U.S.A. geospatial response to the Sumatra-Andaman earthquake and Indian Ocean tsunami during response and recovery. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/14/2006 12:22:31 PM strike-slip fault and the subduction zone thrust. While the exact timing of the earthquake was not predicted, one occurred on the subduction thrust near Nias on March 28, 2005. Bilham (2005) has further suggested that seismologists should consider revising the projected incidence of major earthquakes upward, on the basis of analysis and modeling of the Sumatra-Andaman event. The December 26, 2004, earthquake and our response to it can provide useful information to plan for and respond to future disaster events, both in South Asia and throughout the rest of the world. At least 16 United Nations agencies and related organizations (Relief Web, 2005), numerous nations, and countless nongovernment organizations, private corporations, and academic institutions responded in some way. Not unlike other sectors, the geospatial and related sciences community made a heroic effort to assist the countries and peoples directly affected by the earthquake and tsunami and the governments planning to provide resources to aid in response and recovery. “By one estimate the total energy released by the earthquake was 4.3 x 1018 Joules, It is the largest recorded earthquake since the advent of GPS and broadband seismic instruments used as part of seismic recording. Disparity in estimates arise because of the difficulty in assessing the magnitude of very large earthquakes due to the frequency of the bands of seismic waves associated with such cataclysmic events, as well as the sensitivity of the sensors used to compute the estimates. Estimates of the earthquake’s magnitude were also complicated by the nature of the earthquake, which had varying amounts and velocities of displacement along 1200 to 1300 kilometers of the fault with at least three major energy bursts during the propagation of the rupture (50 to 150 seconds, 280 to 340 seconds, and 450 to 500 seconds) (Ammon et al., 2005). Imaging of rupture propagation by the Japanese Hi-Net seismic array indicates that the initial break in the fault proceeded from south to north at a speed of roughly 2.8 km/sec for a total of 8 minutes (Ishii et al., 2005). By one estimate the total energy released by the earthquake was 4.3 x 1018 Joules, or the equivalent of a 100-gigaton bomb, making it the second largest earthquake on the instrumental record (Bilham, 2005). Energy released by the earthquake radiated in the form of seismic waves from the fault rupture and moved through the or the equivalent of a 100-gigaton bomb, making it the second largest earthquake on the instrumental record” Here we briefly review the event; describe the disaster cycle; document a sampling of the ways the geospatial and related sciences community responded to the disaster; make brief mention of geospatial activities and requirements for other post-disaster phases; report some of the lessons learned; and conclude with some broad suggestions that would be useful in planning for and responding to future events. Some sections of this article were adapted from USA Cartographic Response to the Indian Ocean Tsunami of December 26, 2004, Preliminary Report (Kelmelis et al., 2005). T he S Su u matr ma tr a-A a- An n daman I s lands l an ds E arr t hq u ake an Ea a nd d IIn n dian d ian Ocean Ocea n Ts u na mi At 7:58:53 a.m. local time (00:58:53 GMT) on December 26, 2004, an earthquake with a preliminary magnitude between 9.0 and 9.3 at the epicenter (USGS, 2005a; Lay et al., 2005; Stein and Okal, 2005) and a more refined magnitude of 9.15 (Banerjee et al., 2005) occurred at 3.307 degrees north latitude and 95.947 degrees east longitude. The epicenter was in the zone where the India tectonic plate (part of the Indo-Australian plate) is being subducted under the Burma tectonic subplate (part of the Eurasian plate). The Indo-Australian plate is moving approximately 40 to 50 mm per year to the northeast, and the earthquake ruptured at the subduction zone boundary or interplate thrust boundary (Lay et al., 2005). On the fault the earthquake had a maximum slip of approximately 15 (Ammon et al., 2005; Lay et al., 2005) to 20 meters (USGS, 2005a) with an average slip of >5 meters along the full length of the rupture (Banerjee et al., 2005). The sea floor overlying the thrust fault would have been raised by several meters (Ammon et al., 2005; USGS, 2005a). Estimated magnitudes place it between the fourth largest and the second largest earthquake ever recorded after the 1960 magnitude 9.5 earthquake off the coast of Chile. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 863 Figure 1. The epicenter of the Sumatra-Andaman Earthquake, the faults in the area, the length and location of slippage, and the epicenter of the March 28, 2005 earthquake. (Courtesy of USGS). solid earth in all directions. The rupture caused static shifts of the seafloor, causing a massive instability of the water column, which was the origin of the tsunami. This tsunami radiated from its source with wave heights and paths controlled by the energy of the earthquake, orientation of the rupture zone and distribution of the slip, the ocean bottom depth and topography, and the location and size of land masses in its path. In the open ocean the wave was barely perceptible except by satellite altimetry measurements (Jason-1 and Topex-Poseidon); as the wave energy moved into shallow water, however, it became more concentrated, with waves increasing in height as troughs increased in depth. In very shallow waters near the earthquake epicenter, in some locations of Banda Aceh, for instance, wave heights of more than 30 meters were reported (Gibbons and Gelfenbaum, 2005; Tsuji et al., 2005). When a large earthquake occurs, the Earth rings like a bell. If the earthquake is sufficiently large, it can alter topography, move islands, and even alter the Earth’s rotation. In fact, the 2004 earthquake caused a change in the Earth’s rotation, position of the geographic pole, and Earth oblateness (Chao and Gross, 2005). The oscillations from this earthquake were observable for weeks after the event (Park et al., 2005). Physical changes took place globally at the centimeter scale as well. In the region of the earthquake and continued on page 864 Au g u s t 2 0 0 6 863 7/14/2006 12:22:33 PM continued from page 863 ture, including Nicobar, Andaman, et al., and in many locations in Sumatra. There was no damage caused by ground shaking outside the rupture zone. The damage from ground shaking, however, was soon greatly exceeded in coastal regions by the direct impact of the tsunami. In some locations of Banda Aceh, the tsunami surged 6 kilometers inland. Likewise, the surge extent in some parts of Thailand was as much as 3 kilometers. Inland surge is controlled by topography, obstructions, the angle at which the energy is moving relative to the land mass, and the energy of the tsunami itself in the area of its encounter with the land. The tsunami propagated by the earthquake struck various locations throughout the Indian Ocean region at different times with different wave amplitudes (Figure. 2). In addition to the human death toll and psychological trauma, the losses caused by the tsunami included devastation of the engineered and natural environment, social institutions, families’ physical belongings, and individual livelihoods. Geospatial and related tsunami, the ocean bottom, coastlines, and inland areas all changed due to vertical and horizontal movement of the plates, ground shaking, submerged ocean landslides, and the impact of the tsunami. The tsunami generated by such a large earthquake can have widespread impacts. On December 26, 2004, changes in water elevation were measured globally, although extremely small at great distances (Titov et al., 2005). Major tsunami effects, however, were contained within the Indian Ocean region, with deadly impact in Indonesia, Sri Lanka, India, Thailand, Somalia, Burma, Malaysia, Maldives, Seychelles, Tanzania, Bangladesh, Kenya, and Madagascar. In each category (deaths, injuries, missing, and displaced persons) Indonesia exceeded all other nations combined (See Table 1). Sri Lanka and Thailand also experienced losses more devastating than any other single event in memory. The ground shaking caused by the earthquake resulted in immediate devastation on numerous Indian Ocean islands near the rup- Table 1. Human toll of December 29, 2004, earthquake and tsunami. This summary of the human toll caused by the earthquake and tsunami is as of February 23, 2005 (IFRC 2005b) Nation Dead Missing Displaced Homeless Indonesia* 232,732 - 417,000 n/a Sri Lanka 30,974 4,698 553,278 480,000 India 16,389 n/a 647,599 20,000 Maldives 82 26 21,663 n/a Thailand 5,395 2,995 n/a n/a Myanmar 90 10 n/a 3,200 Malaysia 68 12 n/a 4,296 East Africa** 312 158 2,320 n/a Total 286,042 7,899 >1,641,869 >507,496 *Only in Indonesia, the number of missing have been included in the number of dead. **The counts in East Africa include the nations affected by the tsunami (Kenya, Madagascar, Seychelles, Somalia, and Tanzania). n/a, not available Figure 2. Map showing the time of travel and size of the wave on different coasts. (Courtesy of NOAA. Previously published in Science Express, 8/25/05 and in Science, 9/23/05) 864 Au g u s t 2006 August Layout.indd 864 PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/14/2006 12:22:35 PM “When a large earthquake occurs, the Earth rings like a bell. If the earthquake is sufficiently large, it can alter topography, move islands, and even alter the Earth’s rotation.” sciences information has and is being used to help response and recovery in all these categories. Still, long-term effects of the tsunami will require support for many years. Because the response to the tsunami was the most generous disaster relief ever and relief and aid organizations have made commitments to long-term rehabilitation (Inderfurth et al., 2005), we can expect the effort to continue. Changes in development patterns, construction practices, employment opportunities, and some life style activities are required to increase resilience to future hazards. In some places where people began rebuilding quickly using only the tools, techniques, and materials they know, they have left themselves vulnerable to a repeat of the devastation they experienced previously. Still, some pre-tsunami buildings were constructed suitably to survive the earthquake, though not the tsunami. Aid organizations must use the best reconstruction techniques and the most suitable locations to minimize future risk. Along with early warning mechanisms, adequate mapping of the new physical situation and hazards should be accomplished as soon as possible to aid in planning appropriate redevelopment and rehabilitation and to help avoid recurrent tragedies and to help ensure the rehabilitated communities are sustainable. D iiss a s t er C Cyc yc l e We adopt a general view of disasters based on the pre-disaster/ post-disaster model of a disaster cycle. Although this model separates overlapping phases, it has been demonstrated to be a useful organizing structure over many years of application. As generally viewed, pre-disaster activities include risk assessment, mitigation and prevention, and preparedness. Warning and evacuation spans the pre- and post-disaster phases at the time of the event. Post-disaster activities include response, assistance, damage assessment, recovery, rehabilitation and reconstruction, and redevelopment. Incorporating the concept of sustainability into managing the disaster cycle can help ensure the long term safety and viability of the community. Traditionally, sustainability is primarily considered in the rehabilitation, reconstruction, redevelopment, and mitigation phases. For sustainability to be effectively incorporated into the disaster cycle (1) the pre-disaster phases must be considered when planning and conducting post disaster activities and, (2) postdisaster conditions must be considered when conducting the predisaster phases of the Figure 3. Highly generalized view of the disaster management disaster cycle. The phases overlap and cycle (Figure 3). each phase affects those that follow. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 865 The phases associated with very large disasters are protracted and overlap greatly. For the December 26 tsunami, the cycle will continue for years to come. The immediate response phase was essentially completed within the first 2 months of the event, although many assistance activities usually associated with response, such as provision of food, water, shelter, and fuel continue because of the magnitude of the event. During each phase of the cycle, strategic and tactical management must be accommodated. Both levels of management require geospatial products and information that can be derived from or incorporate geospatial data. Generally, strategic needs, such as a general regional response plan, require coarse and medium scale imagery and vector data, while tactical activities require finer scales (1:thousands), higher resolution imagery, and more site-specific information and imagery analysis. Geographic Information Systems provide extremely useful capabilities for analysis of multiple sources of data at a variety of scales. The Th e G eospat eos pat ial an and d R Rela el ate ted d S ciences cienc es Response Respo nse The tsunami made landfall at locations near the epicenter of the earthquake within 16 minutes of the onset of the earthquake. For these locations there was insufficient time to provide adequate warning based on currently deployed systems and technology. Within ten minutes of the earthquake’s occurrence, the U.S. Geological Survey (USGS) National Earthquake Information Center (NEIC) sounded alarms that a large earthquake had taken place south of Sumatra. Within the first 15 minutes, the National Oceanic and Atmospheric Administration (NOAA) issued a tsunami warning to coastal areas in the Pacific basin stating there was no danger of a tsunami in that region. This was correct. However, the tsunami was not detected in the Indian Ocean because there were no real-time sea-level gages or buoys there. Still, fearing a tsunami resulted from the earthquake, NOAA attempted to contact nations in the region (Johnson, 2005; NOAA, 2005). One minute later the tsunami struck the coast of Indonesia. At that early time, all the seismic waves and other required data had not been recorded or registered, so accurate analysis could not be accomplished. Preliminary estimates thus ranged from a magnitude of 6.5 to 8.2. It was not until 1 hour and 17 minutes after the event that the earthquake’s magnitude was estimated by NEIC to be 8.5, a dangerously large earthquake. Two minutes later, NEIC prepared event notification messages and distributed them electronically by fax and e-mail to the 27,000 worldwide subscribers to the “bigquake” subscription list. A minute after that, the reviewed solution message was received by Incorporated Research Institutions for Seismology (IRIS). This all occurred as soon as sufficient surface wave data were available from seismic stations near the region of the earthquake to perform the analysis. continued on page 866 “Incorporating the concept of sustainability into managing the disaster cycle can help ensure the long term safety and viability of the community.” Au g u s t 2 0 0 6 865 7/11/2006 12:32:24 PM continued from page 865 Had more monitoring stations for both the earthquake and ocean level information been in place, it is likely a more accurate estimate of the magnitude of the earthquake and the resultant tsunami would have been achieved earlier. Still, in less than an hour and a half after the initial event, text messages were sent by fax and e-mail to “general,” “science,” and “embassy” recipients. Call-down procedures were initiated 1 hour and 29 minutes after the onset of the earthquake to such recipients as the White House Situation Room, U.S. Department of State, Federal Emergency Management Agency operations center, and others. The notifications were designed to activate urgent response organizations both within and outside the affected governments, but the magnitude and extent of the unfolding disaster were not yet clear. Data continued to become available for analysis, and as the estimate of the magnitude of the earthquake improved, the understanding of the devastation caused by the tsunami became more apparent. Increasingly alarming reports from the region, though limited because much of the communication and transportation infrastructure had been destroyed, helped mobilize the international community. Less than 20.5 hours after the event, its magnitude was estimated to be 9.0 by Harvard University Centroid-Moment Tensor Project. This estimate is a remarkable accomplishment in itself because of the difficulty in estimating large magnitude earthquakes. Tide gage information available from around the world was monitored and used to estimate the size of the resultant tsunami, including areas where communications had been destroyed. However, even with the available information, it took nearly a day to obtain accurate estimates of the actual magnitude of the earthquake and tsunami. A more dense seismic and gaging station network and improved communications would have reduced the time needed to make more accurate estimates of the magnitude of the earthquake and tsunami. Regardless, there would not have been sufficient time to warn people in the areas closest to the epicenter of the earthquake. Further, the in-place early warning capabilities were either nonexistent or inadequate to communicate the required information to people in other regions that were impacted hours later by the arrival of the tsunami. Even where people saw physical evidence of the impending tsunami, such as the large rapid receding of water near the shore leaving the seafloor exposed, the response was typically uninformed and often inappropriate. This clearly indicated the need for improved education, training, and communications. Without them, an improved warning system will not be adequate to reduce risk. As soon as information became available, national government agencies in the United States and elsewhere began planning a response. Clearly, maps and information derived from imagery would be needed for immediate response and long-term sustainable recovery. Geo oss p atial a tial D Data ata ffo orr Re Ressp ponse ons e The response of the geospatial community was both immediate and immense. Data were acquired and made available beginning the day after the tsunami. A mere 12 years earlier, the same level of response to the flooding in the Upper Mississippi River Basin of the United States required months (SAST, 1994) because the technology and organizational capacities were not available. In 866 Au g u s t 2 006 August Layout.indd 866 response to Hurricane Mitch (1998) 5 years later, several weeks were needed to provide the quantity of geospatial data that were available within days of the tsunami. However, even with the rapid response from geospatial data providers for the 2004 Indian Ocean tsunami, considerable problems occurred. Because of the vast numbers of activities in response to the tsunami, we will only attempt to address selected response activities initiated within the U.S. Other governments, international agencies, scientific and academic research institutions, and NGOs initiated their own response activities and analyses as well. Nonetheless, the United States participated in and/or led many international response efforts including geographic information response. Immediately upon notification of the earthquake and tsunami a number of actions were set into motion by the U.S. Government, including diverting resources and scientists the day the earthquake occurred. “Immediately upon notification of the earthquake and tsunami a number of actions were set into motion by the U.S. Government, including diverting resources and scientists the day the earthquake occurred.” Th e First The F irst Week We ek Aft er tthe he D isa i sasster: te r: December 27, 2004 z USGS Center for Earth Resources Observation and Science (EROS), with partial support from the U.S. Department of Agriculture (USDA), tasked acquisitions of Landsat, ASTER, ALI, and Hyperion data, and acquired satellite data from international sources where possible, over the affected area. As soon as they became available, these data were analyzed to identify the coastal locations most devastated by the tsunami. Figure 4 is an example of Landsat data analyzed to show an area heavily impacted by the tsunami. z NOAA prepared a digital model of the propagation of the tsunami and posted a visualization of the simulated event on the World Wide Web. z USGS geologists and seismologists began developing ShakeMaps to identify locations of earthquake damage and used an experimental program called Prompt Assessment of Global Earthquakes for Response (PAGER) to overlay ShakeMap information on population density maps to help estimate damage and prioritize rescue operations. z An ad-hoc Internet-based working group of Federal agency scientists and disaster response practitioners, in concert with USGS geography, tsunami, earthquake, and remote sensing experts, began to organize and share data, reports, and requests from the field internally and with any other users who required such information. The National Oceanic and Atmospheric Administration (NOAA), the Department of State (DOS), U.S. Agency for International Development (USAID), and the Federal Emergency Management Agency (FEMA) joined the group within 24 hours. The National PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/11/2006 12:32:25 PM Figure 5. Image obtained during a P-3 reconnaissance flight over Banda Aceh on January 1, 2005. (Courtesy of the United States Navy). other tasks to work on tsunami and earthquake related issues both in the United States and in South Asia. This would continue both as information about the disaster increased and as requests for assistance were made by affected nations. z The U.S. Navy began acquiring reconnaissance aerial photography using P-3 aircraft and helicopters stationed on nearby aircraft carriers (Figure 5). The Department of State’s Geographic Information Unit and Humanitarian Information Unit (HIU) produced regional maps summarizing policyrelated situational and sector-specific data for use by the State Department’s Tsunami Task Force and a number of its senior decision makers in both the regional and functional bureaus (Figure 6.). These maps were updated and enhanced as more data became available, and shared with the UN and other organizations and agencies that were beginning to plan their response activities. December 28, 2004 z Figure 4. These Landsat 7 scenes show the northern extent of Sumatra prior to the tsunami (top) and shortly after the tsunami struck (bottom). The post-tsunami image shows extensive destruction near the coastal city of Banda Aceh. This image was used to delineate damaged area polygons in the region. These data were provided to the Office of Foreign Assistance (OFDA), in a geographic information system (GIS) format, for use with other data layers. (Courtesy of USGS) Geospatial-Intelligence Agency (NGA), the United Nations, the Pacific Disaster Center, and a number of NGOs were participating by the following day. On January 4 the ad hoc interagency geospatial working group was formalized into the Tsunami Humanitarian Information Sharing (THIS) working group. THIS solicited requirements from first responders, planners, and other assistance providers and helped organize them so duplication of effort within the government was reduced. THIS set up collaborative internet tools to coordinate requests from the field and track geospatial data response efforts. z Additional U.S. Government scientists were diverted from PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 867 Sites were set up at USGS/EROS in Sioux Falls, SD, and the Pacific Disaster Center (PDC) in Maui, Hawaii, to disseminate public domain information, remote sensing and geospatial data, and derived products by ftp download. NGA initiated the purchase, and licensing, of commercial satellite imagery. However, it took approximately 2 weeks for the data to be sent to EROS, where it was converted from NITF to GeoTIFF format for distribution to the civilian user community. z NGA began producing imagery-derived analyses from all sources including commercial imagery (Figure 7) in conjunction with FEMA and USAID. These analyses showed the detailed devastation over urban areas in Banda Aceh. December 29, 2004 z NEIC completed the ShakeMaps and PAGER analysis and made them generally available. z Preparations were underway by the UN’s Office of the Coordinator for Humanitarian Affairs (OCHA) to establish a UN Humanitarian Information Center (HIC) in Banda Aceh. The HIC was funded in a large part by USAID’s Office of Forcontinued on page 868 Au g u s t 2 0 0 6 867 7/11/2006 12:32:25 PM continued from page 867 Figure 6. Small-scale policy graphic. Maps like this were produced by the State Department’s Office of the Geographer and Global Issues, updated on a daily basis, and provided to an international team representing donor nations as they planned response activities. This map was produced from information available the day after the earthquake and tsunami struck. Maps like this included information about the disaster’s consequences as well as information about needs and nations’ commitments. As time progressed and needs and commitments changed, the maps were updated accordingly. Some maps also showed what resources were delivered and what were in place, as well as “Common Operational Picture” maps devoted to different sectors of needs and responses. (Courtesy of U.S. Department of State.). Figure 7. Imagery derived assessments are made by plotting interpretations from high resolution satellite imagery on maps. (Courtesy of National Geospatial-Intelligence Agency). 868 Au g u s t 2 006 August Layout.indd 868 PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/11/2006 12:32:27 PM eign Disaster Assistance (OFDA), along with Great Britain’s Department for International Development. By January 5 the HIC was established and servicing a steady stream of UN, government, and NGO customers. z UNOSAT, a United Nations initiative to supply satellite imagery and GIS services for humanitarian purposes, began serving satellite images and derived maps to the international community (UNOSAT, 2005). December 30, 2004 z NGA negotiated with vendors to alter the license agreement for access to commercial imagery of the tsunami-affected areas to allow broad distribution of the image data to persons and organizations engaged in tsunami-related activities. z NGA approved the release of imagery-derived analyses based on data that are normally restricted or limited in their distribution. z NGA produced a data “brick” (a portable external hard drive loaded with numerous layers of geospatial data and files of other types of relevant data) of NGA, USGS, NOAA, NASA, licensed commercial, and other relevant data for use by the HIC on site in Banda Aceh. z Scientists from USGS and other agencies, NGOs, universities, and institutes began traveling to the affected area to provide assistance in assessing and mapping damage, evaluating water quality, determining safe boundaries for reconstruction, etc. The U.S. Government geospatial activities expanded throughout the following weeks, and as time progressed numerous response, recovery, and scientific activities both produced and used geospatial information. To assist with access to the vast amount of information being produced, the U.S. Government Web site, Geospatial One-Stop (http://gos2.geodata. gov/wps/portal/gos), devoted an area for data pertinent to the disaster. The geospatial work continued throughout the response phase and will continue throughout the recovery and reconstruction phases. International Cooperation. International partner governments and agencies scheduled acquisitions of SPOT, IRS, and radar data and developed products based on imagery, digital elevation data, and other geospatial information. The International Charter: Space and Major Disasters was activated three times for the tsunami response. The Charter members supplied more than 80 new and archived images free of charge to responding agencies. The UNOSAT and the German Space Agency, Deutschen Zentrum für Luft- und Raumfahrt (DLR) Web portals hosted data and products including compressed imagery, inundation maps, destroyed infrastructure along the coast of Sumatra, and distribution of affected populations over the region. The international earthquake science community formed and dispatched teams of government and university experts to conduct assessments across the Indian Ocean region. Many United Nations agencies (e.g., World Food Program (WFP), Food and Agriculture Organization (FAO), the United Nations Children’s Fund (UNICEF), the United Nations High Commissioner for Refugees (UNHCR), the World Health Organization (WHO), and others) utilized data provided by both the U.S. and the international partners to plan food and medical distribution, prepare sites for displaced persons, and design emergency logistics strategies. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 869 U.S. Academic. Several universities downloaded and rapidly initiated analysis of remotely sensed data as they became available. For example, the Center for Global Change and Earth Observations at Michigan State University analyzed archival and post-disaster Landsat data acquired on December 29, 2004, and posted results on December. 30. At the request of the Indonesian Agency for Technology Assessment, the University of Maryland’s Global Land Cover Facility analyzed and posted satellite imagery. Products were also posted by Columbia University, Mississippi State University, Dartmouth Flood Observatory, and George Mason University, to name a few. Funded by NSF through the International Geospatial Engineering Earthquake Reconnaissance (GEER) program, tsunami experts from Oregon State University, Cornell, University of Southern California, and several other universities participated with U.S. Government agencies and scientists from many nations in the international tsunami assessment effort focusing on Sri Lanka and India. The University of Texas at Austin provided reconnaissance maps for planning, based on Landsat-derived data provided by EarthSat Corporation and SRTM. Its Engineering Earthquake Research Institute hosts a virtual clearinghouse for data and technical reports related to the event. Population data, such as those produced by the Center for International Earth Science Information Network (CIESIN), at Columbia University, LandScan produced by Oak Ridge National Laboratory, and data from other organizations were used in a variety of reconnaissance scale assessments immediately after the event. These were superseded by data collected in the field as soon as response personnel could access the affected areas. Private Industry. Commercial satellite companies initiated acquisitions of high resolution data over the affected region immediately after the event, acquiring virtually all possible data over the tsunami-affected area that is perennially covered by clouds. The effort continued throughout January with tasking provided by the U.S. Government. Many private sector firms specializing in geospatial data products were also involved in tsunami recovery efforts ranging from deployment of field support teams to product development and posting. EarthSat Corporation provided its NaturalVue enhanced Landsat product to government agencies for baseline mapping over the tsunami-affected region. ESRI supported a number of organizations deploying map and imagery services for analysis of damage (Gadsden, 2005). Public/private partnerships also contributed to the effort. For example, DM Solutions and the University of Ottawa created a Tsunami Disaster Mapping Portal (DMapP) to assist aid workers in coordinating their work during the humanitarian crisis. It contained historical and up-to-date information including data from universities in Thailand and Japan. Civil Society. Hundreds of non-governmental, non-profit-making organizations, networks and voluntary associations, in particular humanitarian NGOs, participated in the response to the tsunami. These included NGOs from the affected areas as well as from the international community. Though most were consumers of geospatial information, some, like Mercy Corps, operating from the United States, participated in the preparation of information using image processing software and geographic information systems. MercyCorps relied on hardware and software received as donations from private industry and government, used commercial and government data and in kind support, and formed a team of volunteer analysts with significant technical experience gained in private industry, continued on page 870 Au g u s t 2 0 0 6 869 7/14/2006 12:22:37 PM continued from page 869 government, and academia. Other NGOs also participated in collection, analysis, and dissemination of critical geospatial information during both the response and recovery aspects of the tsunami. Many cooperated with the HIC, and, notably, collected useful information in the field. For instance, the NGO Concern used GPS to gather coordinates of critical infrastructure as they helped reestablish water and sanitation capabilities. They and other NGOs also helped gather location information on spontaneous settlements. There was a high level of use of HIC information by the NGOs and a willingness of NGOs to provide geographically referenced information during and after the response phase. To underscore that volunteers with expertise in geospatial technology are becoming increasingly available, we draw from subsequent disasters. For instance, nine months after the tsunami, during the response to Hurricanes Katrina and Rita, experienced volunteers participated in GISCorps under the auspices of the Urban and Regional Information Systems Association (URISA) (Luccio, 2005a and b). GISCorps, established in 2003 by URISA to provide a vehicle for voluntary use of geospatial expertise during times of emergency, assisted in mapping the devastation along the U.S. coast of the Gulf of Mexico. “The response to the earthquake/tsunami was probably unprecedented in terms of international collaboration and data sharing.” Applications of Remote Sensing Data Civilian data sets, including Landsat, SPOT and other image data, were made available in various forms through the USGS, NGA, PDC, UNOSAT, DLR, International Charter, and other organizations. The greater spatial coverage and widespread availability of medium resolution Landsat and SPOT data complemented the higher spatial resolution commercial imagery and the military space-based and airborne imagery acquired over small, focused areas. The extensive historical archives of data from these medium resolution sensors also provided superior capability for change detection. Initially, USGS services at the EROS data center concentrated on posting noncommercial data, while PDC developed a site to post GIS-ready compressed data products derived from commercial data and military acquisitions. Commercial data were purchased by NGA and later provided to the geospatial community. EROS data center hosted the commercial data archive in GeoTIFF format and provided the increased capacity required for compression and staging the original and compressed commercial data, as well as Landsat-based damage polygons produced for OFDA, and other data products. NGA and FEMA, under the auspices of USAID, produced imageryderived assessments depicting the extent of devastation in a number of identified locations and made the products available through PDC. Satellite imagery was used during the response phase for: z Rapid response for geospatial data Reconnaissance z Diplomatic coordination z Damage assessments z 870 Au g u s t 2006 August Layout.indd 870 z Logistical planning Situational awareness z Base and thematic mapping z G eospat eo spat ial Info Informat rmat ion in The F ield ie l d:: Cha llen ges And Challenges An d O Ob bst sta acles cle s “The response to the earthquake/tsunami was probably unprecedented in terms of international collaboration and data sharing.” (Miner, K., U.S. Department of State, personal commun. 2005). A large quantity of geospatial information was made available rapidly for use by strategic planners in offices of major organizations in many countries and tactical operations in the field. The fact that the tsunami affected so many countries simultaneously and received instantaneous press coverage throughout the world stimulated a level of cooperation that is often not existent in complex humanitarian emergencies with political overtones and funding shortfalls. Although the available data and geospatial technology dedicated to the effort were unprecedented, several problems occurred in the access and utilization of this information by the first responders and other end users for whom it was acquired. In addition to problems accessing and utilizing remotely collected information, on-the-ground data collection and analysis activities throughout the affected area were also subject to myriad difficulties. The most effective organizations had extensive experience, well trained participants, and the capacity to provide their own logistical support. Technical capabilities and standards varied greatly from group to group and from task to task. We distilled some general comments from discussions with people who participated in field operations and activities supporting them. We found that many of the problems encountered in the initial response phase to the tsunami are typical of obstacles to effective information sharing often encountered during humanitarian response operations. z Data organization and dissemination. There was no common documented repository for data, geospatial products, and information. Searches for appropriate data were time consuming and cumbersome, and much of the useful information did not always reach those who needed it in a timely manner. In much of the disaster area there was no access to the Internet, so data posted on the World Wide Web were not necessarily accessible by those most in need. Shipping data on storage devices was sometimes possible but resulted in delays during critical periods. Because of problems related to both technology and access, therefore, high quality data and information were often never made available to end users, who then had to rely on lower quality information. Similarly, field assessments could not be readily ingested into a common system and shared. z Base data. Although base data such as transportation and “Because of problems related to both technology and access, therefore, high quality data and information were often never made available to end users, who then had to rely on lower quality information. “ PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/14/2006 12:22:38 PM z z z z z z z other critical infrastructure, topography, hydrography, boundary, place name, and land cover exist for many locations, they are often controlled by government or private organizations and can take time to be accessed. For instance, geospatial data owned by Indonesia were not immediately released. When they were released to an NGO, it took several days for those data to be made available for more general distribution. The base data would have helped responders in early phases as well as later phases. In addition, there are many places where the data did not exist, making response more difficult than it should have been. Communications. No common communications architecture existed, which greatly impeded communications among military, civilian government, and civil society organizations. Intergovernmental cooperation. Nations unaffected by the tsunami were generous with their donations of money, resources, and expertise from the outset. Nations affected by the earthquakes and tsunami were accepting of assistance and requested specific scientific and geospatial expertise and products to meet their needs. However, in the confusion there were some problems. For instance, delays in receipt of equipment and data imposed by customs officials in some places impacted responders during the initial critical response phase. Data collection standards. The number of people devoted to data compilation efforts in the field was inadequate. This is typically the case when the priority is on providing critical relief to victims of disasters. Still, no standards for content requirements, collection, and storage were established. Data quantity. Vast amounts of data were made available by governments, private industry, universities, and NGOs. The quantity of data was overwhelming and often choked systems. This is in contrast to disasters in prior years when often few data were available. This was also a problem in the response to Hurricanes Katrina and Rita (Luccio, 2005b). Data quality. The data were of variable quality. No authority was established by local or national governments, UN, or private organizations to adjudicate the quality of information provided to the field, thereby necessitating that responders divert time and effort to this activity. Data environment. During the initial response to the tsunami, georeferenced data and maps based on historical imagery and newly acquired data were useful for depicting a commonoperational picture. Information from the field was constantly needed by policy makers. Field expertise and trained assessment personnel were is short supply, so their efforts were often inadequate to meet the needs of the humanitarian community and data collection process. Active, coordinated data collection and high speed connectivity, when available, assisted support. The need for standardized products and information sharing across organizational boundaries was emphasized by the event. Also, a lack of field data depicting the status of health centers, schools, and other infrastructure inhibited critical response. Resource limitations. The Sumatra HIC worked within resource limitations to meet the growing demand for geospatial information. Recovery Reco very , Rehabilit Rehabi li ta attion ion , Reco ns truc Reconst ructtion, ion, a and nd Rede Redevelo vel op p me m ent nt International response efforts included providing food, water, shelter, medical aid, clean up, cash for work programs to reestablish economic activity, trauma counseling, child protection, and numerous other activities. In a few communities, reconstruction activities began within weeks, although in most places major reconstruction efforts began months later. In places where the reconstruction process began quickly, traditional construction methods and materials were used to replace buildings on the original sites. While this was expedient, it resulted in structures at a risk level similar to pre-disaster conditions. Some of the pre-disaster buildings approached or equaled modern seismic standards but many did not. Reconstruction that was started later was often accomplished with improved standards. Some governments requested that donors provide scientific analysis and geospatial information to help with determining water quality of both surface and groundwater resources, location of fresh water, hazard zones, etc. Some of these assessment and mapping activities began within 2 weeks of the tsunami. The more specific the request for such information, the better are the chances for an effective response. Many types of geospatial information are needed to ensure sustainable post-disaster activities including: z Hazard zone mapping. The maps should show areas of potential inundation due to the tsunami, shaking from earthquakes, landslides as secondary disasters, and other hazards. Such maps are useful for reconstruction planning. These will also help identify locations where more costly disaster mitigation techniques are required and where they are not necessary. Also, the converse would be valuable, that is, maps of safe areas to identify accessible locations for people to go in case of future disasters. Remotely sensed imagery is also needed to provide ground truth information to verify tsunami, flood, and other hazard and disaster models. These models are critical to identify and define hazard zones. z Forest mapping to show forest condition and areas suitable for sustainable timber harvest. The reconstruction demand for tropical hardwood timber will exceed the normal high demand, placing forests in jeopardy if adequate maps are not available for use by forest managers and government officials when planning to help meet this increased demand. Also, vegetation can be effective to help reduce the effects of some tsunamis, floods, and landslides. Mapping existing vegetation can help identify what should be preserved, and mapping hazard zones and environmental conditions can help identify locations that should be afforested to help reduce hazards. z Water resource mapping to identify adequate quality and quantity of water to meet drinking, sanitation, agricultural, industrial, and power needs. This includes locations of salt water intrusion caused by the tsunami or freshwater extraction in coastal areas. continued on page 872 “No common communications architecture existed, which greatly impeded communications among military, civilian government, and civil society organizations.” PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 871 Au g u s t 2 0 0 6 871 7/11/2006 12:32:28 PM continued from page 871 z Renewable and nonrenewable resource mapping to provide information useful to help expedite recovery of the economies of the area. z Critical infrastructure mapping to be used with future disaster response planning. z Coastal and bathymetric mapping to identify tsunami-induced changes. These can be useful for reestablishing the local fishing industry and aid in developing fishing rules to ensure sustainability of the resource. These maps would also be useful for navigation and tsunami-inundation modeling. z Mapping of marine resources, including coral reefs, to identify valuable fishing areas and important areas to protect to ensure continued viability of the resource. An A n A f t er e rss h o cck k At 16:09:36 Greenwich Mean Time (11:09:36 p.m. local time) on March 28, 2005, a magnitude 8.7 earthquake with an epicenter at 97.013o E. long, 2.074o N. lat, 30 km (18.6 mi.) depth shook Northern Sumatra, Indonesia, and, to a lesser extent, areas throughout the South Asia region. The earthquake took place approximately 300 km southeast of the December 26, 2004, earthquake on the same fault (USGS, 2005b). In Banda Aceh and other locations that had seen devastation from the previous tsunami, thousands of people, fearing the worst, ran for higher ground. However, for most locations the devastation was much less than during the December 26. In western Sumatra the local tsunami that resulted was 4 meters high, and the transoceanic tsunami was deflected to the southwest, away from nearby land masses. Still, the ground shaking devastated many communities. This earthquake caused massive devastation on the island of Nias, major damage on Simuelue island, and damage on other islands in the area. The tsunami, though much smaller than that of December 26, affected coastal areas throughout the region. Estimates of dead range from around 700 to more than 2,500 (USAID, 2005; USGS, 2005b; UKDFID, 2005). Thousands of people were injured and tens of thousands of people were displaced. There was considerable damage to building stock, mostly to non-engineered structures (EERI, 2005). Following normal procedures after a major earthquake, the NEIC, using geophysical modeling and regional geological information, produced ShakeMaps (Figure 8) of the region within 2 hours of the event. Fortunately, many responders were still in place in South Asia after the December 26 tsunami. Communication through the USGS representative at the Department of State, HIU, and the Humanitarian Information Center in Banda Aceh enabled the digital maps to be transmitted by the Internet to the HIC, already established on Indonesia, within 3 hours of the event. Although the event took place in the middle of the night local time, the ShakeMaps reached responders soon enough for them to prepare flight maps to assist helicopter pilots, whose first opportunity was to fly at dawn, to begin their search and rescue efforts in the locations with greatest need. Without this rapid response of geospatial data, hours to days could have been used inefficiently, resulting in an even greater loss of life than what occurred. This rapid response was facilitated by the infrastructure and capability that had been developed in the previous weeks. The 872 Au g u s t 2006 August Layout.indd 872 Figure 8. ShakeMap. (Courtesy of USGS). geologic knowledge and computer models already existed. The monitoring system was in place to detect the earthquake. The standard operating procedures of the NEIC and their dedicated staff ensured the rapid production of ShakeMaps. Knowledge of the event was rapidly transmitted throughout the information chain. Points of contact existed who knew of the availability of the ShakeMaps, the locations of first responders in Banda Aceh, and the local capacity to respond was in place. A telecommunications link existed to transmit the information. The first responders had both the capability and capacity to use the ShakeMaps and produce the flight maps for the helicopter pilots. If any link in this complex chain of variables was not available, one of the most effective and timely responses to an earthquake in history would not have taken place. In this case, such links were only available because of the infrastructure put into place to respond to the December 26 tsunami. To ensure such rapid response, this chain of variables must be systematized. Still, with all that in place, there was considerable death, harm, and destruction. Wh at Have What H ave we Learned? Lea rned? We have learned several important lessons from the Indian Ocean tsunami response. Heeding them could improve response time and effectiveness during future events, in the Indian Ocean region and elsewhere. Information Availability z Observations. As the Subcommittee on Disaster Reduction (SDR, 2005) points out, “developing and improving observation tools is essential to provide pertinent, comprehensive and timely information for planning and response.” In this instance improved seismic and tsunami monitoring would have proved valuable in quickly obtaining accurate estimates of the magnitude of the earthquake. This may have helped save lives, particularly if linked to a more effective regional warning system. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/14/2006 12:22:38 PM z z z z z z z Remote sensing. Although an incredible amount of remotely sensed data were available, the existing satellite observation systems are not optimized for disaster response. A future system could be more nearly optimized for disaster response while still meeting other operational and research needs. Data volume. There were more raw and analyzed remote sensing data than could be ingested and adequately used. Unfortunately, not all data were accurate or useful. A method must be developed to filter out unnecessary data while streamlining access to relevant data. Data content. Base-line data should be acquired in areas prone to disasters. Among these data sets are: Fundamental data layers including transportation (roads, railroads, pipelines, powerlines, airports, docks, shipping facilities, etc.), elevation (at the accuracy and resolution of the Shuttle Radar Topography Mission or better), hydrography (lakes, rivers, coastlines), political boundaries, geographic names, landmark structures, and land use and land cover maps. Population data registered with fundamental data layers. Attributes useful for disaster response include age distribution, language, and cultural variables. Critical buildings including hospitals, schools, police stations and other government facilities, power production and distribution facilities, water distribution facilities, sanitation facilities, communication facilities, etc. This information should be current and updated regularly Scale. Appropriate scale data must be made available. In general, large-scale data are more valuable than small-scale data for disaster response, recovery, reconstruction, and planning for future disasters. Intermediate scale data (1:100,000-scale or larger, 15 meter to 30 meter resolution) are needed for reconnaissance and making regional estimates. Small and very small-scale data are useful for illustration, briefings, and high level planning. For many response activities page size maps are most practical. Timeliness. Capacity must exist to rapidly acquire, process, and widely disseminate the remote sensing data. Though valuable, the higher resolution data would have been even more beneficial if it had been more rapidly assessed and reformatted to meet such needs as delineating breaches in physical infrastructure, bolstering damage estimates, and locating staging areas for relief support. Historic data. A historic baseline of satellite imagery must be available so comparisons can be made with postdisaster imagery to identify impacted areas. Training. Technically trained people should participate with the first responders to acquire ground data to share with other organizations so an efficient use of resources could take place. Information Access z Timeliness. Timely access to all sources of data (government, NGO, commercial, military, etc.) must be improved. z Information infrastructure. Following the best practices and principles of the Global Spatial Data Infrastructure will improve responders’ ability to access and use the information that is available. PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING August Layout.indd 873 z Disaster information lifecycle. Access to data is critical throughout the disaster cycle. Access should be made as easy and inexpensive as possible. Some minimum agreed upon standards for access and “look and feel” of portals should be established to simplify access and move data into the hands of the users quickly. z Multiple media. Expect destroyed infrastructure in disaster areas and expect logistical complications. Due to the highly variable nature of both the disaster areas and the responders’ capabilities, multiple methods of obtaining, accessing, and distributing information must be established. This should include hard copy, a variety of digital media, and on-line. Often, as was the case with this tsunami, high-speed Internet links are not available in disaster-stricken areas. z Data sharing. Where agreements are in place in advance, the sharing of data goes much more smoothly. Information Application z Field data collection procedures. Common operating procedures for data collection in the field must be developed. z Applications and updating. While geospatial information is being used in the response and other disaster management phases, the conditions that information represents will change. These changes should be recorded and incorporated into new versions of the data. Seldom do responders have the training or time to record the information, so trained geospatial specialists should be available to assist them in obtaining location (GPS), geographic relationships, and attribute information. z Data formats and structures. Remotely sensed, geographic, and cartographic data should be provided in readily usable formats and structures. Where data are to be provided in unique formats, provision for conversion to standard formats should be arranged. For example, some data were made available in a military format during the tsunami response. It took considerable time to transform the data to generally usable formats. There was neither capability nor capacity to transform the data in the disaster area, so they had to be transformed elsewhere at considerable cost and delay. z Detailed assessments of damage. Maps derived from highresolution imagery showing damage polygons are particularly valuable to responders. Overall Response Issues z Effective regional warning system. Warning systems that are suitable for all disasters yet provide the needed information to respond to the particular disaster must be developed. z Areal extent of disasters. Disasters can occur at many scales. Response plans should take this into consideration. Although continued on page 874 “Vast amounts of data were made available by governments, private industry, universities, and NGOs. The quantity of data was overwhelming and often choked systems. “ Au g u s t 2 0 0 6 873 7/11/2006 12:32:29 PM continued from page 873 z z z z z z z most plans are local in scope, there must be planning and training for disasters that can occur over extremely large areas. Education for the general population. Education must be conducted on the nature of the disasters, the warning system, appropriate response actions, and the use of geospatial information to aid in their response. Responder training. Training must be improved for international, national, and local responders. This should include understanding disasters, their warnings, and the use of geospatial information to aid in preparation, response, recovery, and postrecovery activities. Coordination. Coordination must be improved among Federal agencies, nations, and the various sectors of society (government, private industry, civil society, and academia). There is also a need for better information flow among military response efforts and the civil and nongovernmental entities. Geospatial skills for disaster response. Changing skill mixes must be recognized. For instance, as more people gain GIS and other geospatial skills, a larger number of them will be available to participate in organizational and volunteer efforts. Better ways to integrate this expanding resource into the activities of the disaster management cycle will greatly improve planning and operations. Perishable information. The disaster provides valuable information on earth processes, cultural, and individual and group psychology. Understanding these aids in developing disaster reduction measures. Scientific, environmental, and social assessments must be conducted as soon as possible after the event, before the evidence is removed by post-disaster clean-up activities, natural processes, or rehabilitation efforts. Early scientific and environmental assessments are critical to planning for sustainable redevelopment and rehabilitation. However, response activities should not be delayed to allow time for these types of assessments. Variable conditions. Expect conditions to vary widely over an affected area, particularly if the area crosses jurisdictional, cultural, or physiographic boundaries. This applies to physical, social, and technological conditions. Social dynamics. Plans must be revisited and updated to account for changes in populations, education levels, demographics, economics, social norms, etc. These can affect many factors in the disaster management cycle. Some of these variables are mapable and continually updating the map of social variables is an important part of keeping plans current. C on Co ncl cl u uss io n The lessons learned in response to the Sumatra-Andaman earthquake and Indian Ocean tsunami of December 26, 2005, are relevant to rapid-onset disasters. Many of them are also relevant to slow onset disasters such as drought and famine and to complex humanitarian emergencies. Thus, they inform a broad spectrum of planning, preparation, and response activities. As technology and skills have improved, we have experienced a rapid increase in available geospatial data. We can expect that to continue, particularly if existing systems are maintained or improved upon. However, when an emergency occurs there is no time to develop comprehensive solutions. 874 Au g u s t 2 006 August Layout.indd 874 Planning must take place in advance to overcome problems that can be anticipated. This planning will also help reduce the impact of unanticipated problems. Because natural disasters, particularly large ones, do not respect borders, many have significant international components, either because of the aerial extent of the disaster or the need for an international response. Even if a disaster falls within one nation’s borders, an international response is often required because few nations have the capacity to deal with the immediate high cost in resources and response personnel during, and in the aftermath of, a major disaster. Planning for geospatial information should be, by necessity, an international effort. After all, no one nation has all the geospatial resources needed for disaster response. Thus, the organizations with assets useful for disaster response should work together to develop plans and to help eliminate the bottlenecks identified by major disasters such as the earthquake and tsunami of December 26, 2004. As civil society becomes more geospatially sophisticated, there is an increasing need to include it in the planning for disaster response. Most civil society organizations have their independent missions and often do not work in an interorganizational environment until an event occurs, at which time they expect certain support from governments or the United Nations. Including them in planning will help even if it is merely to set realistic expectations of all partners’ contributions to multi-organizational efforts. There will always be gaps and deficiencies that create problems and obstacles for cooperation among the different sectors of society. Advanced cooperation and planning can help minimize potential problems. Still, incorporating geographic information into planning should be part of the overall strategy. Integrated planning for the entire disaster management cycle will lead to more sustainable communities, particularly when the principles of adaptive management are used. Ack nowledgment nowled gmentss The authors acknowledge P. Patrick Leahy, Brenda Jones, Kathleen Miner, Douglas Nash, Paolo Palmero, Reid Daugherity, Alan Huguley, Eric Geist, David Wald, Frank Gonzalez and Vasily Titov for figures and valuable insight and comments on earlier drafts of this paper. We also acknowledge John Watson for editorial assistance, and unnamed reviewers provided by Photogrammetric Engineering and Remote Sensing. Any errors are the responsibility of the authors. D isclaimer isc la im er The views and conclusions contained in this paper are those of the authors and do not necessarily reflect the policies of the United States Government. Any use of trade, product, or firm names in this paper is for descriptive purposes only and does not imply endorsement by the U.S. Government. Reference s References Ammon, C., C. Ji, H.K. Thio, D. Robinson, S. Ni, V. Hjorleifsdottir, H. Kanamori, T. Lay, S. Das, D. Helmberger, G. Ichinose, J. Polet, D. Wald, 2005. 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Kelmelis, Senior Science Advisor for International Policy U.S. Geological Survey [email protected] and Senior Counselor for Earth Science U.S. Department of State [email protected] Lee Schwartz, Director Office of the Geographer and Global Issues U.S. Department of State [email protected] Carol Christian, Scientist Space Telescope Science Institute and Science and Technology Policy Fellow U.S. Department of State [email protected] Melba Crawford, Professor and Director of Laboratory for Applications of Remote Sensing Purdue University [email protected] Dennis King, Analyst Humanitarian Information Unit U.S. Department of State [email protected] Ô 876 Au g u s t 2006 August Layout.indd 876 PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING 7/14/2006 1:02:47 PM