Learning and Teaching About Earth from Space with NASA/USGS Landsat Satellites
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Positional Accuracy in Orbital Images of High and Medium Resolution: Case Study with Image Sensors of the Spot, Rapideye and Resourcesat Satellites
POSITIONAL ACCURACY IN ORBITAL IMAGES OF HIGH AND MEDIUM RESOLUTION: CASE STUDY WITH IMAGE SENSORS OF THE SPOT, RAPIDEYE AND RESOURCESAT SATELLITES Moreira, N. A. P1, Felgueiras, C. A.2 e Dutra, L. V.3 1,2,3 National Institute for Space Research – INPE Mailbox 515 - 12227-010- São José dos Campos-SP, Brazil [email protected], [email protected], [email protected] Abstract The objective of this work is to evaluate and to analyze positional accuracies, through specific sample points and tracks, of remote sensing registered images acquired by sensors on board the Spot-6, RapidEye and ResourceSat-1 satellites and having, respectively, 1.5, 5 and 24 meters of resolutions. A case study is developed in areas of the Santarém and Belterra municipalities of the Brazilian Pará state. In addition of generating reports with positional accuracy information, this paper investigates the relationship between the spatial resolutions and the positional accuracies of the different digital remote sensing image sensors. High precision reference points and tracks, continuous lines, were collected in field works in order to be compared to adjust points and tracks obtained directly by manual digitalization over each considered image. Samples of points and tracks were analyzed for different positional regions of the images and a C language program was used to perform the calculations of point and track accuracies considering metrics of Euclidean distances and error areas. Accuracy reports present statistics and deterministic error measurements, such as averages, variances, standard deviations, absolute values, areas, root mean square values, etc. Such errors were evaluated from the reference and adjust data, for points and tracks, in regions of interest of the analyzed images. -
The Earth Observer. July
National Aeronautics and Space Administration The Earth Observer. July - August 2012. Volume 24, Issue 4. Editor’s Corner Steve Platnick obser ervth EOS Senior Project Scientist The joint NASA–U.S. Geological Survey (USGS) Landsat program celebrated a major milestone on July 23 with the 40th anniversary of the launch of the Landsat-1 mission—then known as the Earth Resources and Technology Satellite (ERTS). Landsat-1 was the first in a series of seven Landsat satellites launched to date. At least one Landsat satellite has been in operation at all times over the past four decades providing an uninter- rupted record of images of Earth’s land surface. This has allowed researchers to observe patterns of land use from space and also document how the land surface is changing with time. Numerous operational applications of Landsat data have also been developed, leading to improved management of resources and informed land use policy decisions. (The image montage at the bottom of this page shows six examples of how Landsat data has been used over the last four decades.) To commemorate the anniversary, NASA and the USGS helped organize and participated in several events on July 23. A press briefing was held over the lunch hour at the Newseum in Washington, DC, where presenta- tions included the results of a My American Landscape contest. Earlier this year NASA and the USGS sent out a press release asking Americans to describe landscape change that had impacted their lives and local areas. Of the many responses received, six were chosen for discussion at the press briefing with the changes depicted in time series or pairs of Landsat images. -
Summary Report on the 2008 Image Acquisition Campaign for Cwrs
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by JRC Publications Repository Summary Report on the 2008 Image Acquisition Campaign for CwRS Maria Erlandsson Mihaela Fotin Cherith Aspinall Yannian Zhu Pär Johan Åstrand EUR 23827 EN - 2009 The mission of the JRC-IPSC is to provide research results and to support EU policy-makers in their effort towards global security and towards protection of European citizens from accidents, deliberate attacks, fraud and illegal actions against EU policies. European Commission Joint Research Centre Institute for the Protection and Security of the Citizen Contact information Address: Pär-Johan Åstrand E-mail: [email protected] Tel.: +39-0332-786215 Fax: +39-0332-786369 http://ipsc.jrc.ec.europa.eu/ http://www.jrc.ec.europa.eu/ Legal Notice Neither the European Commission nor any person acting on behalf of the Commission is responsible for the use which might be made of this publication. Europe Direct is a service to help you find answers to your questions about the European Union Freephone number (*): 00 800 6 7 8 9 10 11 (*) Certain mobile telephone operators do not allow access to 00 800 numbers or these calls may be billed. A great deal of additional information on the European Union is available on the Internet. It can be accessed through the Europa server http://europa.eu/ JRC 50045 EUR 23827 EN ISSN 1018-5593 Luxembourg: Office for Official Publications of the European Communities © European Communities, 2009 Reproduction is authorised provided the source is acknowledged Printed in Italy EUROPEAN COMMISSION JOINT RESEARCH CENTRE Institute for the Protection and Security of the Citizen Agriculture Unit JRC IPSC/G03/C/PAR/mer D(2008)(9914) / Report Summary Report on the 2008 Image Acquisition Campaign for CwRS Author: Maria Erlandsson Status: v1.1 Co-author: Mihaela Fotin, Cherith Circulation: Aspinall, Yannian Zhu Approved: Pär Johan Åstrand Date: 22/12/2008 V1.0, Int. -
Landsat Data: Community Standard for Data Calibration
LANDSAT DATA: COMMUNITY STANDARD FOR DATA CALIBRATION A Report of the National Geospatial Advisory Committee Landsat Advisory Group October 2020 Landsat Data: Community Standard for Data Calibration October 2020 LANDSAT DATA: COMMUNITY STANDARD FOR DATA CALIBRATION Executive Summary Landsat has become a widely recognized “gold” reference for Earth observation satellites. Landsat’s extensive historical record of highly calibrated data is a public good and exploited by other satellite operators to improve their data and products, and is becoming an open standard. However, the significance, value, and use case description of highly calibrated satellite data are typically not presented in a way that is understandable to general audiences. This paper aims to better communicate the fundamental importance of Landsat in making Earth observation data more accessible and interoperable for global users. The U.S. Geological Survey (USGS), in early 2020, requested the Landsat Advisory Group (LAG), subcommittee of the National Geospatial Advisory Committee (NGAC) to prepare this paper for a general audience, clearly capturing the essence of Landsat’s “gold” standard standing. Terminology, descriptions, and specific examples are presented at a layperson’s level. Concepts emphasize radiometric, geometric, spectral, and cross-sensor calibration, without complex algorithms. Referenced applications highlight change detection, time-series analysis, crop type mapping and data fusion/harmonization/integration. Introduction The National Land Imaging Program leadership from the U.S. Geological Survey (USGS) requested that the Landsat Advisory Group (LAG), a subcommittee of the National Geospatial Advisory Committee (NGAC), prepare a paper that accurately and coherently describes how Landsat data have become widely recognized as a radiometric and geometric calibration standard or “good-as-gold” reference for other multi-spectral satellite data. -
USGS Earth Resources Observation and Science (EROS) Center
USGS Earth Resources Observation and Science (EROS) Center National Satellite Land Remote Sensing Data Archive Report June 2019 U.S. Department of the Interior U.S. Geological Survey NATIONAL SATELLITE LAND REMOTE SENSING DATA ARCHIVE REPORT June 2019 Questions or comments concerning data holdings referenced in this report may be directed to: John Faundeen Archivist U.S. Geological Survey EROS Center 47914 252nd Street Sioux Falls, SD 57198 USA Tel: (605) 594-6092 E-mail: [email protected] NATIONAL SATELLITE LAND REMOTE SENSING DATA ARCHIVE REPORT June 2019 FILM SOURCE Date Range Frames Declassification I CORONA (KH-1, KH-2, KH-3, KH-4, KH-4A, KH-4B) Jul-60 May-72 907,788 ARGON (KH-5) May-62 Aug-64 36,887 LANYARD (KH-6) Jul-60 Aug-63 908 Total Declass I 945,583 Declassification II KH-7 Jul-63 Jun-67 17,814 KH-9 Mar-73 Oct-80 29,140 Total Declass II 46,954 Declassification III HEXAGON (KH-9) Jun-71 Oct-84 40,638 Total Declass III 40,638 Large Format Camera Large Format Camera Oct-84 Oct-84 2,139 Total Large Format Camera 2,139 Landsat MSS Landsat MSS 70-mm Jul-72 Sep-78 1,342,187 Landsat MSS 9-inch Mar-78 Oct-92 1,338,195 Total Landsat MSS 2,680,382 Landsat TM Landsat TM 9-inch Aug-82 May-88 175,665 Total Landsat TM 175,665 Landsat RBV Landsat RBV 70-mm Jul-72 Mar-83 138,168 Total Landsat RBV 138,168 Gemini Gemini Jun-65 Nov-66 2,447 Total Gemini 2,447 Skylab Skylab May-73 Feb-74 50,486 Total Skylab 50,486 TOTAL FILM SOURCE 4,082,462 NATIONAL SATELLITE LAND REMOTE SENSING DATA ARCHIVE REPORT June 2019 DIGITAL SOURCE Scenes Total Size (bytes) -
The EO-1 Mission and the Advanced Land Imager the EO-1 Mission and the Advanced Land Imager Constantine J
• DIGENIS The EO-1 Mission and the Advanced Land Imager The EO-1 Mission and the Advanced Land Imager Constantine J. Digenis n The Advanced Land Imager (ALI) was developed at Lincoln Laboratory under the sponsorship of the National Aeronautics and Space Administration (NASA). The purpose of ALI was to validate in space new technologies that could be utilized in future Landsat satellites, resulting in significant economies of mass, size, power consumption, and cost, and in improved instrument sensitivity and image resolution. The sensor performance on orbit was verified through the collection of high-quality imagery of the earth as seen from space. ALI was launched onboard the Earth Observing 1 (EO-1) satellite in November 2000 and inserted into a 705 km circular, sun-synchronous orbit, flying in formation with Landsat 7. Since then, ALI has met all its performance objectives and continues to provide good science data long after completing its original mission duration of one year. This article serves as a brief introduction to ALI and to six companion articles on ALI in this issue of the Journal. nder the landsat program, a series of sat- in the cross-track direction, covering a ground swath ellites have provided an archive of multispec- width of 185 km. The typical image is also 185 km Utral images of the earth. The first Landsat long along the flight path. satellite was launched in 1972 in a move to explore The Advanced Land Imager (ALI) was developed at the earth from space as the manned exploration of the Lincoln Laboratory under the sponsorship of the Na- moon was ending. -
10. Satellite Weather and Climate Monitoring
II. INTENSITY: ACTIVITIES AND OUTPUTS IN THE SPACE ECONOMY 10. Satellite weather and climate monitoring Meteorology was the first scientific discipline to use space Figure 1.2). The United States, the European Space Agency capabilities in the 1960s, and today satellites provide obser- and France have established the most joint operations for vations of the state of the atmosphere and ocean surface environmental satellite missions (e.g. NASA is co-operating for the preparation of weather analyses, forecasts, adviso- with Japan’s Aerospace Exploration Agency on the Tropical ries and warnings, for climate monitoring and environ- Rainfall Measuring Mission (TRMM); ESA and NASA cooper- mental activities. Three quarters of the data used in ate on the Solar and Heliospheric Observatory (SOHO), numerical weather prediction models depend on satellite while the French CNES is co-operating with India on the measurements (e.g. in France, satellites provide 93% of data Megha-Tropiques mission to study the water cycle). Para- used in Météo-France’s Arpège model). Three main types of doxically, although there have never been so many weather satellites provide data: two families of weather satellites and environmental satellites in orbit, funding issues in and selected environmental satellites. several OECD countries threaten the sustainability of the Weather satellites are operated by agencies in China, provision of essential long-term data series on climate. France, India, Japan, Korea, the Russian Federation, the United States and Eumetsat for Europe, with international co-ordination by the World Meteorological Organisation Methodological notes (WMO). Some 18 geostationary weather satellites are posi- Based on data from the World Meteorological Orga- tioned above the earth’s equator, forming a ring located at nisation’s database Observing Systems Capability Analy- around 36 000 km (Table 10.1). -
Civilian Satellite Remote Sensing: a Strategic Approach
Civilian Satellite Remote Sensing: A Strategic Approach September 1994 OTA-ISS-607 NTIS order #PB95-109633 GPO stock #052-003-01395-9 Recommended citation: U.S. Congress, Office of Technology Assessment, Civilian Satellite Remote Sensing: A Strategic Approach, OTA-ISS-607 (Washington, DC: U.S. Government Printing Office, September 1994). For sale by the U.S. Government Printing Office Superintendent of Documents, Mail Stop: SSOP. Washington, DC 20402-9328 ISBN 0-16 -045310-0 Foreword ver the next two decades, Earth observations from space prom- ise to become increasingly important for predicting the weather, studying global change, and managing global resources. How the U.S. government responds to the political, economic, and technical0 challenges posed by the growing interest in satellite remote sensing could have a major impact on the use and management of global resources. The United States and other countries now collect Earth data by means of several civilian remote sensing systems. These data assist fed- eral and state agencies in carrying out their legislatively mandated pro- grams and offer numerous additional benefits to commerce, science, and the public welfare. Existing U.S. and foreign satellite remote sensing programs often have overlapping requirements and redundant instru- ments and spacecraft. This report, the final one of the Office of Technolo- gy Assessment analysis of Earth Observations Systems, analyzes the case for developing a long-term, comprehensive strategic plan for civil- ian satellite remote sensing, and explores the elements of such a plan, if it were adopted. The report also enumerates many of the congressional de- cisions needed to ensure that future data needs will be satisfied. -
Users, Uses, and Value of Landsat Satellite Imagery— Results from the 2012 Survey of Users
Users, Uses, and Value of Landsat Satellite Imagery— Results from the 2012 Survey of Users By Holly M. Miller, Leslie Richardson, Stephen R. Koontz, John Loomis, and Lynne Koontz Open-File Report 2013–1269 U.S. Department of the Interior U.S. Geological Survey i U.S. Department of the Interior SALLY JEWELL, Secretary U.S. Geological Survey Suzette Kimball, Acting Director U.S. Geological Survey, Reston, Virginia 2013 For product and ordering information: World Wide Web: http://www.usgs.gov/pubprod Telephone: 1-888-ASK-USGS For more information on the USGS—the Federal source for science about the Earth, its natural and living resources, natural hazards, and the environment: World Wide Web: http://www.usgs.gov Telephone: 1-888-ASK-USGS Suggested citation: Miller, H.M., Richardson, Leslie, Koontz, S.R., Loomis, John, and Koontz, Lynne, 2013, Users, uses, and value of Landsat satellite imagery—Results from the 2012 survey of users: U.S. Geological Survey Open-File Report 2013–1269, 51 p., http://dx.doi.org/10.3133/ofr20131269. Any use of trade, product, or firm names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Although this report is in the public domain, permission must be secured from the individual copyright owners to reproduce any copyrighted material contained within this report. Contents Contents ......................................................................................................................................................... ii Acronyms and Initialisms ............................................................................................................................... -
Global Precipitation Measurement (Gpm) Mission
GLOBAL PRECIPITATION MEASUREMENT (GPM) MISSION Algorithm Theoretical Basis Document GPROF2017 Version 1 (used in GPM V5 processing) June 1st, 2017 Passive Microwave Algorithm Team Facility TABLE OF CONTENTS 1.0 INTRODUCTION 1.1 OBJECTIVES 1.2 PURPOSE 1.3 SCOPE 1.4 CHANGES FROM PREVIOUS VERSION – GPM V5 RELEASE NOTES 2.0 INSTRUMENTATION 2.1 GPM CORE SATELITE 2.1.1 GPM Microwave Imager 2.1.2 Dual-frequency Precipitation Radar 2.2 GPM CONSTELLATIONS SATELLTES 3.0 ALGORITHM DESCRIPTION 3.1 ANCILLARY DATA 3.1.1 Creating the Surface Class Specification 3.1.2 Global Model Parameters 3.2 SPATIAL RESOLUTION 3.3 THE A-PRIORI DATABASES 3.3.1 Matching Sensor Tbs to the Database Profiles 3.3.2 Ancillary Data Added to the Profile Pixel 3.3.3 Final Clustering of Binned Profiles 3.3.4 Databases for Cross-Track Scanners 3.4 CHANNEL AND CHANNEL UNCERTAINTIES 3.5 PRECIPITATION PROBABILITY THRESHOLD 3.6 PRECIPITATION TYPE (Liquid vs. Frozen) DETERMINATION 4.0 ALGORITHM INFRASTRUCTURE 4.1 ALGORITHM INPUT 4.2 PROCESSING OUTLINE 4.2.1 Model Preparation 4.2.2 Preprocessor 4.2.3 GPM Rainfall Processing Algorithm - GPROF 2017 4.2.4 GPM Post-processor 4.3 PREPROCESSOR OUTPUT 4.3.1 Preprocessor Orbit Header 2 4.3.2 Preprocessor Scan Header 4.3.3 Preprocessor Data Record 4.4 GPM PRECIPITATION ALGORITHM OUTPUT 4.4.1 Orbit Header 4.4.2 Vertical Profile Structure of the Hydrometeors 4.4.3 Scan Header 4.4.4 Pixel Data 4.4.5 Orbit Header Variable Description 4.4.6 Vertical Profile Variable Description 4.4.7 Scan Variable Description 4.4.8 Pixel Data Variable Description -
The Earth Observer.The Earth May -June 2017
National Aeronautics and Space Administration The Earth Observer. May - June 2017. Volume 29, Issue 3. Editor’s Corner Steve Platnick EOS Senior Project Scientist At present, there are nearly 22 petabytes (PB) of archived Earth Science data in NASA’s Earth Observing System Data and Information System (EOSDIS) holdings, representing more than 10,000 unique products. The volume of data is expected to grow significantly—perhaps exponentially—over the next several years, and may reach nearly 247 PB by 2025. The primary services provided by NASA’s EOSDIS are data archive, man- agement, and distribution; information management; product generation; and user support services. NASA’s Earth Science Data and Information System (ESDIS) Project manages these activities.1 An invaluable tool for this stewardship has been the addition of Digital Object Identifiers (DOIs) to EOSDIS data products. DOIs serve as unique identifiers of objects (products in the specific case of EOSDIS). As such, a DOI enables a data user to rapidly locate a specific EOSDIS product, as well as provide an unambiguous citation for the prod- uct. Once registered, the DOI remains unchanged and the product can still be located using the DOI even if the product’s online location changes. Because DOIs have become so prevalent in the realm of NASA’s Earth 1 To learn more about EOSDIS and ESDIS, see “Earth Science Data Operations: Acquiring, Distributing, and Delivering NASA Data for the Benefit of Society” in the March–April 2017 issue of The Earth Observer [Volume 29, Issue 2, pp. 4-18]. continued on page 2 Landsat 8 Scenes Top One Million How many pictures have you taken with your smartphone? Too many to count? However many it is, Landsat 8 probably has you beat. -
8 7 Outcomes Towards
GEO Forest Carbon Tracking Task Draft section to the CEOS High Profile Publicationi 1. Forests, CO2 and biodiversity Deforestation, degradation and peat fires represent up to 20% of the global anthropogenic CO2 emissions according to the Intergovernmental Panel on Climate Change (IPCC). Compared with other measures, reducing deforestation and forest degradation is a relatively straight-forward action to rapidly reduce global CO2 emissions, which in addition would bring positive side-effects in terms of environmental conservation and protecting biological diversity. This is the essence of the UNFCCC programme on Reducing Emissions from Deforestation and Forest Degradation (REDD+), which aims to engage developing countries, in particular in the tropical zone, to reduce emissions from deforestation and forest degradation, manage the role of conservation and sustainable management and enhance their forest carbon stocks. One of the main challenges to the inclusion of forest protection in the post-Kyoto framework has been the question about the capacity to consistently monitor the vast areas required and to establish reliable systems for national measuring, reporting and verification (MRV) of forest carbon stocks and their changes. Both technology and political willingness have matured and the COP-15 Copenhagen Accord called for the “immediate establishment of a mechanism including REDD+”, to be in operation by 2013. Furthermore, COP-15 draft decision 1(d) requests developing country Parties to establish robust and transparent national forest monitoring systems using a combination of remote sensing and ground-based forest carbon inventory approaches. The GEO Forest Carbon Tracking Task was established to provide satellite-based observation support to countries on the path towards the establishment of sovereign national MRV systems, forming a global network of MRV systems that comply with IPCC guidelines and support REDD+.