Regional Networks and NASA LCLUC Program
|
|
- Nathan Washington
- 6 years ago
- Views:
Transcription
1 Global Observation of Forest and Land Cover Dynamics Regional Networks and NASA LCLUC Program Dr. Olga Krankina College of Forestry, Oregon State University GOFC-GOLD Regional Networks Coordinator with contributions from Regional Networks and GOFC-GOLD ExCom members.
2 Talk Outline GOFC-GOLD Regional Networks what where why how Food for thought in making decisions for E. Europe NASA LCLUC Program
3 Organizational Structure Executive committee Tony Janetos, Chair (John Townshend former Chair) Two implementation teams Land Cover Characteristics and Change (M. Herold and C. Woodcock) Fire Monitoring and Mapping (J. Goldhammer and C. Justice) Working groups Biomass Monitoring Reducing Emissions from Deforestation and Forest Degradation (REDD) Other Regional networks Coordinators: Olga Krankina and Anja Hoffman (fire)
4 Role of Regional Networks in GOFC/GOLD Formulate regional requirements Observations (measurements) Derived products and their associated accuracy requirements Distribution systems Evaluate the utility of global LC and Fire products for regional use Participate in regional product inter comparison and validation initiatives (providing local expertise) Feedback to producers Facilitate regional use of remotely sensed data and products Web site e.g. links to GOFC-GOLD-Fire and land cover websites Establish regional data dissemination nodes Encourage standardization and harmonization of regional products Outreach workshops with regional practitioners and decision makers Coordinate regional capacity building and training of users Promote technology transfer and collaborations within countries and regions
5 Regional Networks a critical component of the implementation of GOFC-GOLD Providing the interface between the Implementation Teams and data users in the regions GOFC-GOLD ExCom and ITs GOFC-GOLD GOFC-GOLD Regional Regional Networks GOFC-GOLD Regional Networks Networks National Needs and National Needs and National Users Needs and National Users Needs and National Users Needs and Users National Within the Needs Region and Users Within the Region Users Within the Region 1. NERIN Northern Eurasia Olga Krankina 2. SEARRIN - South East Asia Mastura Mahmud 3. OSFAC - Central Africa Landing Mane 4. Miombo - Southern Africa Natasha Ribeiro/Dominick Kwesha 5. SAFNET Southern Africa Blessing Siwela and Philip Frost 6. RedLatiF - Carlos DiBella 7. WARN West Africa Cheikh Mbow 8. CARIN Central Asia - Lev Spivak/Nadija Muratova
6 6/19/2012 Olga N. Krankina, OSU 6
7 NERIN Workshops Boreal Forest Workshop -Novosibirsk, Russia, August 2000 Regional workshop for Western Russia-Fennoscandia -- St. Petersburg, Russia, June 2001 Northern Eurasia Earth Science Partnership Initiative (NEESPI) workshops -- Suzdal, April 2003; Yalta, September 2003 Observational Data in Support of NEESPI, St. Petersburg, Feb , 2004 Observations of land cover and needs of research projects in Northern Eurasia, June 18-19, 2005, St. Petersburg, Russia NELDA project July 8, 2006, Tomsk, Russia Detection and Validation of Land-cover Change, December 15-16, 2006, Moscow, Russia Requirements for Observations of Landcover Dynamics in Dryland Regions of Northern Eurasia, September 20, 2007, Urumqi, China Land Cover Mapping at High Latitudes, July 9-11, 2008, Syktyvkar, Russia Monitoring land cover, land use and fire in agricultural and semiarid regions of Northern Eurasia, September 15-21, 2009, Almaty, Kazakhstan CARIN Central Asia Regional Information Network Next?
8 BARIN SCERIN SibRIN VolRIN CauRIN FERIN CARIN MODIS 1-km true color composite: August Shaded relief adjustment using SRTM GTOPO30 elevation data. Produced by Mutlu Ozdogan, NASA GSFC 8
9 Network Activities Regional Workshops are the main activity GOFC-GOLD Regional Network Data Initiative Landsat Data Archive at USGS is free! Access is difficult in regions with inadequate internet access Disseminate Landsat data Provide training in use of remotely sensed data 2 Data Intitiative workshops in USA Africa Pilot Workshop (2009) Data Initiative - Asia (2010) Data Initiative-3 (Africa, SE Asia, S. America) April-May 2012 Network Projects
10 GOFC-GOLD Regional Network Data Initiative Pilot for Africa Involves 5 regional networks Network representatives received data and training over 3 weeks at USGS EDC, South Dakota State University (SDSU), UMD in April-May 2009 Support provided by NASA, START, USGS, UNEP, SDSU and CFS
11 GOFC-GOLD Regional Network Data Initiative Asia Workshop Two regional networks: CARIN and SEARRIN (6 representatives) Training over 3 weeks at USGS EDC and SDSU or OSU in May 2010 EDC set an all-time record for Landsat downloads in a single day at 8000 scenes E.g., Kazakhstan archive: >14 thousand images for 483 scene positions ( )
12 Landsat TM and ETM ( ) coverage for Central Asia in CARIN-Kazakhstan Archive (colors indicate number of scenes for each path/row): 1 Kazakhstan; 2 Russia; 3 Uzbekistan; 4 Turkmenistan; 5 Kyrgyzstan; 6 Tadzhikistan; 7 Afghanistan; 8 Mongolia; 9 China; 10 Iran; 11 Pakistan; 12 Azerbaijan; 13 Georgia. (Image Credit A. Terekhov)
13 Data Initiative Follow-up (examples) Presentations, seminars and workshops OSFAC Network presentation at CarboAfrica workshop in Feb (Brazzaville, Congo) Data distribution workshop in Mongolia, June 2010 Training, planning and data distribution workshop in Tashkent, Uzbekistan, Nov Russian-language web portal for data access presented in Dec at science conference in Moscow Proposal for a workshop for Miombo network is under review by START Data distribution to government agencies, universities and NGOs (CARIN and Miombo) Paper: Roy, D.P., Ju, J., Mbow, C., Frost, P., Loveland, T. (2010) 'Accessing free Landsat data via the Internet: Africa's challenge', Remote Sensing Letters, 1: 2, Data initiative as catalyst for planning (and funding) network activities CARIN research proposal (12 participants from the region) Other?
14 (Northern Eurasia Landcover Dynamics Analysis)
15 Land Cover of Northern Eurasia GLC-2000 MODIS-IGBP 2001
16 Needleleaf evergreen tree Broadleaf evergreen tree Needleleaf deciduous tree Broadleaf deciduoud tree Shrub Grass Cereal crop Broadleaf crop Urban and built-up Snow and ice Barren or sparsely vegetated Water Similarity matrix for the GLC2000 and MODIS-PFT legends GLC-2000.LCCS (rows) MODIS.PFT (columns) 1 Tree Cover, broadleaved, evergreen T T T T ts th th th tb tb tb lw 2 Tree Cover, broadleaved, deciduous, closed T T T T ts th th th tb tb tb lw 3 Tree Cover, broadleaved, deciduous, open T T T T ts th th th tb tb tb lw 4 Tree Cover, needle-leaved, evergreen T T T T ts th th th tb tb tb lw 5 Tree Cover, needle-leaved, deciduous T T T T ts th th th tb tb tb lw 6 Tree Cover, mixed leaf type T T T T ts th th th tb tb tb lw Tree Cover, regularly flooded, fresh water Tree Cover, regularly flooded, saline water Mosaic: Tree cover / Other natural vegetation T T T T ts th th th tb tb tb lw T T T T ts th th th tb tb tb lw T T T T S H th th tb tb tb lw 10 Tree Cover, burnt T T T T ts th th th tb tb tb lw 11 Shrub Cover, closed-open, evergreen ts ts ts ts S sh sh sh sb sb sb lw 12 Shrub Cover, closed-open, deciduous ts ts ts ts S sh sh sh sb sb sb lw 13 Herbaceous Cover, closed-open th th th th sh H H H hb hb hb lw Sparse Herbaceous or sparse shrub cover Regularly flooded shrub and/or herbaceous cover tb tb tb tb sb hb hb hb B B B lw ts ts ts ts S H H H hb hb hb lw 16 Cultivated and managed areas th th th th sh H H H hb hb hb lw 17 Mosaic: Cropland / Tree Cover / Other natural vegetation T T T T S H H H hb hb hb lw
17 Agreement in dominant vegetation cover (54%)
18 GLC2000 GlobCover 2005 MODIS V4 IMODIS V5 Tree Shrub Herbaceous Mosaic Bare Ice Water
19
20 MSS 1976 TM 1992 TM 1994 ETM ETM ETM (slc-off)
21 NELDA Land Cover Change Map
22
23
24 A Field data High resolution imagery B Transfer function T C High resolution Product Aggregate & Relate R D Moderate resolution Product Accuracy Assessment for one product, at one site, at one point in time
25 Confusion matrix: pixel-based Coarse map 30, ,000 coarse map pixels per Landsat scene >1 million Landsat pixels T Reference Map T S H B W T S H B W Reference map T T T T T T T T T S S T T T T T T T T S S S T T B B T T T T T T S T T T T T T T H T T T T T T T T H H H H T T T T T T T T H H H W T T T T T T T T T W W T T T T T T T T T W T T T T T B T T T T T T T T T B B T T T T T T T T T T T T T T T T T T 98 x T 6 x S 8 x H 5 x B 4 x W NB: Maximum achievable agreement < 100% 25
26 Agreement matrix for St. Petersburg site, km 2 GLC-2000 NELDA land cover (km 2 ) Trees Shrubs Herbaceous Barren Water Commission Trees 11,264 1,103 2, ,213 Shrubs Herbaceous ,499 Barren Mosaics , ,186 Water ,107 Omission 1,066 1,194 2, ,030 Agreement = 73.2%, Kappa = 50.5% 6/19/2012 Olga N. Krankina, OSU 26
27
28 NELDA test sites
29 CARP non-agricultural water agricultural herb-ag mosaic-ag Landsat Globcover2005 MODIS V5 GLC2000 Globcover2009 NELC
30 KAZA non-agricultural water agricultural herb-ag mosaic-ag Landsat Globcover2005 MODIS V5 GLC2000 Globcover2009 NELC
31 GLC-2000 Glovcover 05 Globcover 09 Modis v5 NELC GLC-2000 Glovcover 05 Globcover 09 Modis v5 NELC Thousand hectares Thousand hectares Cropland area at test sites: summaries of confusion matrices CARP KAZA* Ag. Commission Ag. Omission Ag Agreement
32
33 NASA Proposal: Changes in land cover and land use in Central Asia: Synthesis of methods and results Primary objective: the analysis of key regional LCLUC processes in the context of differences in political systems, historic legacies, cultural traditions, and economic conditions across Central Asia based on consistent regionwide detection, quantification, and characterization of LCLUC.
34
35
36
37
38
39
40
41
42 Planning for NEW NETWORK Regional Workshop Topics/themes Research, applications, training? Sources of support Location and host Network Project Topics and participants Joint funding from NASA and ESA, other European sources Proposal to PEER program Other Opportunities Training Trans-Atlantic Training Initiative Participate in Data Initiative 4 in participants
43 Global Observation of Forest and Land Cover Dynamics Contact:
GOFC-GOLD Regional Networks and Central Asia
Global Observation of Forest and Land Cover Dynamics GOFC-GOLD Regional Networks and Central Asia Dr. Olga N. Krankina College of Forestry, Oregon State University, USA GOFC-GOLD Regional Networks Coordinator
More informationOverview of GOFC-GOLD Regional Networks
Global Observation of Forest and Land Cover Dynamics Overview of GOFC-GOLD Regional Networks Dr. Olga N. Krankina College of Forestry, Oregon State University, USA GOFC-GOLD Regional Networks Coordinator
More information7/8/2010 Olga N. Krankina, OSU
Northern Eurasia Regional Information Network Olga N. Krankina Department of Forest Science Oregon State University Motivation Northern Eurasia (NE) is the largest landmass, the largest terrestrial reservoir
More information4/18/2006 Olga N. Krankina, OSU
(Northern Eurasia Landcover Dynamics Analysis) Monitoring and validating the distribution and change in land cover across Northern Eurasia Objectives Characterize land cover and its change across boreal
More informationFinal Report. NELDA: Monitoring and Validating the Distribution and Change in Land Cover across Northern Eurasia
Final Report NASA Grant Number NNG06GF54G 3/15/2006 to 3/14/2010 NELDA: Monitoring and Validating the Distribution and Change in Land Cover across Northern Eurasia Principal Investigator: Co-Investigators:
More informationModule 2.1 Monitoring activity data for forests using remote sensing
Module 2.1 Monitoring activity data for forests using remote sensing Module developers: Frédéric Achard, European Commission (EC) Joint Research Centre (JRC) Jukka Miettinen, EC JRC Brice Mora, Wageningen
More informationWhat is GOFC-GOLD? GOFC-GOLD is a coordinated international effort:
What is GOFC-GOLD? GOFC-GOLD is a coordinated international effort: to ensure a continuous program of space-based and on-the-ground forest and land cover observations for global monitoring of terrestrial
More informationReport on: UNESCO Joint Training Course:
Report on: UNESCO Joint Training Course: Geospatial Methods, Technologies, and Applications in Monitoring Land Cover, Land Use, Fire and Water in semi-arid regions Central Asia Jointly with NASA LCLUC
More informationApplication and impacts of the GlobeLand30 land cover dataset on the Beijing Climate Center Climate Model
IOP Conference Series: Earth and Environmental Science PAPER OPEN ACCESS Application and impacts of the GlobeLand30 land cover dataset on the Beijing Climate Center Climate Model To cite this article:
More informationOverview on Land Cover and Land Use Monitoring in Russia
Russian Academy of Sciences Space Research Institute Overview on Land Cover and Land Use Monitoring in Russia Sergey Bartalev Joint NASA LCLUC Science Team Meeting and GOFC-GOLD/NERIN, NEESPI Workshop
More informationAGOG 485/585 /APLN 533 Spring Lecture 5: MODIS land cover product (MCD12Q1). Additional sources of MODIS data
AGOG 485/585 /APLN 533 Spring 2019 Lecture 5: MODIS land cover product (MCD12Q1). Additional sources of MODIS data Outline Current status of land cover products Overview of the MCD12Q1 algorithm Mapping
More informationThe Global Land Cover Facility
The Global Land Cover Facility REASoN Activities John Townshend, Principal Investigator Joseph JaJa, Co-Principal Investigator Paul Davis, Science Manager University of Maryland January 2004 The GLCF The
More informationGlobal Observation of Forest and Land Cover Dynamics Towards Operational Land Cover and Fire Observations
Global Observation of Forest and Land Cover Dynamics Towards Operational Land Cover and Fire Observations Michael Brady Executive Director GOFC-GOLD Joint Meeting on Land Cover/Land Use Change Processes
More informationExtent. Level 1 and 2. October 2017
Extent Level 1 and 2 October 2017 Overview: Extent account 1. Learning objectives 2. Review of Level 0 (5m) 3. Level 1 (Compilers): Concepts (15m) Group exercise and discussion (15m) 4. Level 2 (Data Providers)
More informationAn Internet-based Agricultural Land Use Trends Visualization System (AgLuT)
An Internet-based Agricultural Land Use Trends Visualization System (AgLuT) Second half yearly report 01-01-2001-06-30-2001 Prepared for Missouri Department of Natural Resources Missouri Department of
More informationSystem of Environmental-Economic Accounting. Advancing the SEEA Experimental Ecosystem Accounting. Extent Account (Levels 1 and 2)
Advancing the SEEA Experimental Ecosystem Accounting Extent Account (Levels 1 and 2) Overview: The Extent Account 1. Learning objectives 2. Review of Level 0 (5m) What is it? Why do we need it? What does
More informationCHAPTER 1 THE UNITED STATES 2001 NATIONAL LAND COVER DATABASE
CHAPTER 1 THE UNITED STATES 2001 NATIONAL LAND COVER DATABASE Collin Homer*, Jon Dewitz, Joyce Fry, and Nazmul Hossain *U.S. Geological Survey (USGS) Center for Earth Resources Observation and Science
More informationNATIONAL MAPPING EFFORTS: THE PHILIPPINES
NATIONAL MAPPING EFFORTS: THE PHILIPPINES Dr. RIJALDIA N. SANTOS DENR National Mapping and Resource Information Authority (NAMRIA) May 30, 2018 Land Cover/Land Use Changes (LC/LUC) and Its Impacts on Environment
More information3rd LCLUC Science Team Meeting Airlie House, Warrenton, Va May
3rd LCLUC Science Team Meeting Airlie House, Warrenton, Va May 18-21 1999 May 18 th Day 1, 9.00 am Plenary Session - The Jefferson Room Welcome and Objectives of the Meeting C. Justice / J. Ranson Programmatic
More informationUSAGE AND PLANS OF HOTSPOT INFORMATION IN INDONESIA
USAGE AND PLANS OF HOTSPOT INFORMATION IN INDONESIA Orbita Roswintiarti Natural Resources and Environmental Monitoring Division Indonesian National Institute of Aeronautics and Space (LAPAN) http://www.rs
More informationMongolian Academy of Sciences
Mongolian Academy of Sciences Figure 5. Change of subsurface profile temperature at some observation well in Jakarta. Figure 6. Change of air temperature in Jakarta in the period of 100 years (KLH, BMG,
More informationMonitoring land cover, land use and fire in agricultural and semi-arid regions of Northern Eurasia
Joint NASA LCLUC Science Team Meeting and GOFC-GOLD/NERIN, NEESPI, MAIRS Workshop Monitoring land cover, land use and fire in agricultural and semi-arid regions of Northern Eurasia September 15-19, 2009
More informationDEVELOPMENT OF GPS PHOTOS DATABASE FOR LAND USE AND LAND COVER APPLICATIONS
DEVELOPMENT OF GPS PHOTOS DATABASE FOR LAND USE AND LAND COVER APPLICATIONS An Ngoc VAN and Wataru TAKEUCHI Institute of Industrial Science University of Tokyo 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505 Japan
More informationCapabilities and Limitations of Land Cover and Satellite Data for Biomass Estimation in African Ecosystems Valerio Avitabile
Capabilities and Limitations of Land Cover and Satellite Data for Biomass Estimation in African Ecosystems Valerio Avitabile Kaniyo Pabidi - Budongo Forest Reserve November 13th, 2008 Outline of the presentation
More informationThe Landsat Program and its Products: Global Land Surveys. Garik Gutman LCLUC Program Manager NASA Headquarters Washington, DC
The Landsat Program and its Products: Global Land Surveys Garik Gutman LCLUC Program Manager NASA Headquarters Washington, DC 1 Land-Cover/Land-Use Change Program LCLUC is an interdisciplinary scientific
More informationCROSS-CORRELATION BETWEEN WORLD FIRE ATLAS AND ENVIRONMENTAL CLASSIFICATIONS
CROSS-CORRELATION BETWEEN WORLD FIRE ATLAS AND ENVIRONMENTAL CLASSIFICATIONS Mrs. Diane Defrenne 1 and Dr Olivier Arino 2 1 SERCO, via Galileo Galilei, 00044 Frascati, Italy. Email: diane.defrenne.goncalves@esa.int,
More informationANALYSIS AND VALIDATION OF A METHODOLOGY TO EVALUATE LAND COVER CHANGE IN THE MEDITERRANEAN BASIN USING MULTITEMPORAL MODIS DATA
PRESENT ENVIRONMENT AND SUSTAINABLE DEVELOPMENT, NR. 4, 2010 ANALYSIS AND VALIDATION OF A METHODOLOGY TO EVALUATE LAND COVER CHANGE IN THE MEDITERRANEAN BASIN USING MULTITEMPORAL MODIS DATA Mara Pilloni
More informationPatrick Leinenkugel. German Aerospace Center (DLR) Vortrag > Autor > Dokumentname > Datum
Characterisation of land surface phenology and land cover for the Mekong Basin on the basis of multitemporal and multispectral satellite data from the MODIS Sensor Patrick Leinenkugel German Aerospace
More informationMapping forests in monsoon Asia with ALOS PALSAR 50-m mosaic images and MODIS
1 Supplementary Information 2 3 Mapping forests in monsoon Asia with ALOS PALSAR 50-m mosaic images and MODIS imagery in 2010 4 5 6 7 8 9 10 11 Yuanwei Qin, Xiangming Xiao, Jinwei Dong, Geli Zhang, Partha
More informationPan-Arctic, Regional and Local Land Cover Products
Pan-Arctic, Regional and Local Land Cover Products Marcel Urban (1), Stefan Pöcking (1), Sören Hese (1) & Christiane Schmullius (1) (1) Friedrich-Schiller University Jena, Department of Earth Observation,
More informationDataset Information: Land Cover. Title. Abstract. Supplemental. International Standards. Creation Date Last Update Data Type.
Dataset Information: Land Cover Title Abstract Supplemental International Standards Land Cover The FAOSTAT Agri Environmental Indicators Land Cover domain contains data on area by land cover class, by
More informationGlobal land cover mapping GLCNMO and data sharing system CEReS Gaia
Global land cover mapping GLCNMO and data sharing system CEReS Gaia Ryutaro Tateishi Center for Environmental Remote Sensing(CEReS) Chiba University E-mail: tateishi@faculty.chiba-u.jp Production of 500
More informationWGIA7 9th July, Noriko KISHIMOTO
Utilizing Global Map for addressing Climate Change WGIA7 9th July, 2009 Seoul, Republic of Korea Noriko KISHIMOTO n-kishimoto@gsi.go.jp Geographic Survey Institute, JAPAN Outline of the Global Map What
More informationESA-GLOBCOVER - A Global Land Cover Service at 300 m from ENVISAT MERIS Time Series
October 15, 2008 (Jena Germany) ESA-GLOBCOVER - A Global Land Cover Service at 300 m from ENVISAT MERIS Time Series Defourny P.1, Bontemps S., Vancutsem C.1, Pekel J.F.1,, Vanbogaert E.1, Bicheron P.2,
More informationGOFC-GOLD Regional Networks. Krishna Vadrevu NASA MSFC
GOFC-GOLD Regional Networks Krishna Vadrevu NASA MSFC GOFC-GOLD Implementation Teams (IT) Land Cover Characteristics and Change Fire Monitoring and Mapping Working Groups (WG) Working Group on Reducing
More informationCross-Sensor Continuity Science Algorithm
Cross-Sensor Continuity Science Algorithm - Long Term Vegetation Index and Phenology Workshop - Javzan Tsend-Ayush and Tomoaki Miura Department of Natural Resources and Environmental Management University
More informationGlobal Land Cover Mapping
Global Land Cover Mapping and its application in SDGs Prof. Chen Jun 1, Dr. He Chaoying 2 1 National Geomatics Center of China (NGCC) 2 Ministry of Natural Resources, P.R.China May 30, 2018, Copenhagen
More informationNorthern Eurasia Earth Science Partnership Initiative (NEESPI) Mutlu Ozdogan (input from Pasha Groisman)
Northern Eurasia Earth Science Partnership Initiative (NEESPI) Mutlu Ozdogan (input from Pasha Groisman) 1 NEESPI is an interdisciplinary program of internationally supported Earth systems and science
More informationComparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform
Comparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform Robert Knuteson, Steve Ackerman, Hank Revercomb, Dave Tobin University of Wisconsin-Madison
More informationData Visualization and Evaluation
Data Visualization and Evaluation Juan Paulo Ramírez, Ph.D. University of Nebraska 5th Annual Environmental Evaluators Networking Forum June 2010 Purpose and Objectives Purpose Introduce to program evaluators
More informationRedLatif Latin American Network of Remote Sensing and Forest Fire Sun City, South Africa Maria Isabel Cruz Lopez May 9th, 2011 RedLatif Coordinator
RedLatif Latin American Network of Remote Sensing and Forest Fire Sun City, South Africa May 9 th, 2011 Maria Isabel Cruz Lopez RedLatif Coordinator Index 1.- Objective 2.- Members 3.- WEB page 4.- Projects
More informationNATIONAL VEGETATION CLASSIFICATION STANDARD, VERSION 2 WORKING DRAFT
NATIONAL VEGETATION CLASSIFICATION STANDARD, VERSION 2 WORKING DRAFT Subcommittee Federal Geographic Data Committee SUMMMARY NatureServe version 31 August 2006 INTRODUCTION The United States Federal Geographic
More informationIntroduction. Elevation Data Strategy. Status and Next Steps
1 2 Introduction Elevation Data Strategy Status and Next Steps 3 Canada is the 2nd largest country in the world - 9.9 million sq km Surrounded by 3 oceans with 202 000 km of coastline Population over 35
More informationMapping Global Urban Area from DMSP/OLS Nightlights using a Cluster-based Method
Mapping Global Urban Area from DMSP/OLS Nightlights using a Cluster-based Method Y. ZHOU, S. SMITH, A. THOMSON, B. BOND-LAMBERTY, M. IMHOFF K. ZHAO, C. ELVIDGE, J. EOM, K. CLARKE Joint Global Change Research
More informationEarth Observations as a Tool To Achieve Sustainable Development Goals
The image part with relationship ID rid3 was not found in the file. 16/10/2017 Earth Observations as a Tool To Achieve Sustainable Development Goals LI Jing, China GEO On behalf of the Group on Earth Observations
More informationDynamic Land Cover Dataset Product Description
Dynamic Land Cover Dataset Product Description V1.0 27 May 2014 D2014-40362 Unclassified Table of Contents Document History... 3 A Summary Description... 4 Sheet A.1 Definition and Usage... 4 Sheet A.2
More informationPreparation of LULC map from GE images for GIS based Urban Hydrological Modeling
International Conference on Modeling Tools for Sustainable Water Resources Management Department of Civil Engineering, Indian Institute of Technology Hyderabad: 28-29 December 2014 Abstract Preparation
More informationSpanish national plan for land observation: new collaborative production system in Europe
ADVANCE UNEDITED VERSION UNITED NATIONS E/CONF.103/5/Add.1 Economic and Social Affairs 9 July 2013 Tenth United Nations Regional Cartographic Conference for the Americas New York, 19-23, August 2013 Item
More informationBuilding a validation database for land cover products from high spatial resolution images
Building a validation database for land cover products from high spatial resolution images The Land Cover project of the ESA Climate Change Initiative Bontemps Sophie 1, Achard Frédéric 2, Lamarche Céline
More informationchoice have on a particular application? For example, Fritz et al. (2010a) have shown that comparing global land cover (GLC-2000) with the equivalent
Improving Global Land Cover through Crowd-sourcing and Map Integration L. See 1, S. Fritz 1, I. McCallum 1, C. Schill 2, C. Perger 3 and M. Obersteiner 1 1 International Institute for Applied Systems Analysis
More informationGeo-spatial Statistics with Globalland30
UN International Workshop on Integrating Geospatial and Statistical Information Geo-spatial Statistics with Globalland30 Jun Chen 1,2 Lijun Chen 1, Ran Li 1 1 National Geomatics Center, China 2 International
More informationAccess to global land cover reference datasets and their suitability for land cover mapping activities
Access to global land cover reference datasets and their suitability for land cover mapping activities Brice Mora, N.E.Tsendbazar, M.Herold LPVE meeting, Frascati, January 29, 2014 Outlook 1. Background
More informationReport of the Regional Committee of UN-GGIM for Asia and the Pacific (UN-GGIM-AP)
Report of the Regional Committee of UN-GGIM for Asia and the Pacific (UN-GGIM-AP) At the Eighth Session of UN-GGIM UN Headquarters, New York, 1 3 August 2018 About UN-GGIM-AP One of the five regional committees
More informationComparison of MSG-SEVIRI and SPOT-VEGETATION data for vegetation monitoring over Africa
Comparison of MSG-SEVIRI and SPOT-VEGETATION data for vegetation monitoring over Africa Bernard LACAZE CNRS UMR 8586 PRODIG Pôle Image et Campus Spatial, Université Paris Diderot Paris 7 Objectives Comparison
More informationVISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY
CO-439 VISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY YANG X. Florida State University, TALLAHASSEE, FLORIDA, UNITED STATES ABSTRACT Desert cities, particularly
More informationTwenty Years After People and Pixels
Twenty Years After People and Pixels Panel contribution to the Population-Environment Research Network Cyberseminar, People and Pixels Revisited (20-27 February 2018) https://populationenvironmentresearch.org/cyberseminars/10516
More informationSEEA Experimental Ecosystem Accounting
SEEA Experimental Ecosystem Accounting Sokol Vako United Nations Statistics Division Training for the worldwide implementation of the System of Environmental Economic Accounting 2012 - Central Framework
More informationImplementation of the NCEP operational GLDAS for the CFS land initialization
Implementation of the NCEP operational GLDAS for the CFS land initialization Jesse Meng, Mickael Ek, Rongqian Yang NOAA/NCEP/EMC July 2012 1 Improving the Global Land Surface Climatology via improved Global
More informationDevelopment of high resolution land surface parameters for the Community Land Model
doi:10.5194/gmd-5-1341-2012 Author(s) 2012. CC Attribution 3.0 License. Geoscientific Model Development Development of high resolution land surface parameters for the Community Land Model Y. Ke 1,2, L.
More informationSouth Asian Climate Outlook Forum (SASCOF-6)
Sixth Session of South Asian Climate Outlook Forum (SASCOF-6) Dhaka, Bangladesh, 19-22 April 2015 Consensus Statement Summary Below normal rainfall is most likely during the 2015 southwest monsoon season
More informationLand Accounting. Sub-regional Workshop on Environment Statistics for South and South-West Asian Countries. Michael Bordt ESCAP
Land Accounting Michael Bordt ESCAP bordt@un.org Sub-regional Workshop on Environment Statistics for South and South-West Asian Countries Feb. 6-8, 2017 Bangkok, Thailand Overview: Land Accounting Learning
More informationGeospatial technology for land cover analysis
Home Articles Application Environment & Climate Conservation & monitoring Published in : Middle East & Africa Geospatial Digest November 2013 Lemenkova Polina Charles University in Prague, Faculty of Science,
More information[NEACOF] Status Report (Survey)
[NEACOF] Status Report (Survey) Annotated Outline Specific Climate features of concerned region In North Eurasian region, wintertime temperature is mainly a result from interplay of advection of the warm
More informationLand Account : Indonesia
Land Account : Indonesia Outline Environmental concerns Approach in compiling land account Results: Sumatera Land Account, Experimental Estimates Challenges Policy applications Further work Environmental
More informationChanges in Seasonal Albedo with Land Cover Class
Name: Date: Changes in Seasonal Albedo with Land Cover Class Guiding question: How does albedo change over the seasons in different land cover classes? Introduction. Now that you have completed the Introduction
More informationLand accounting in Québec: Pilot project for a sub-provincial area
Land accounting in Québec: Pilot project for a sub-provincial area Stéphanie Uhde 8th meeting of the London Group on Environmental Accounting Ottawa, 2 October, 2012 Province of Québec Area: 1 667 441
More informationOverview of the global FFGS
Overview of the global FFGS 1 Definition of the Problem While there are several types of floods, flash floods are the most dangerous. Flash Flood is: a flood of short duration with a relatively high peak
More informationA Regional Database Tracking Fire Footprint Each Year within the South Atlantic Region: Current Database Description and Future Directions
A Regional Database Tracking Fire Footprint Each Year within the South Atlantic Region: Current Database Description and Future Directions Last Updated on September 30, 2018 Contributors: NatureServe,
More informationI&CLC2000 in support to new policy initiatives (INSPIRE, GMES,..)
I&CLC2000 in support to new policy initiatives (INSPIRE, GMES,..) Manfred Grasserbauer, Director Joint Research Centre Institute for Environment and Sustainability 1 IMAGE 2000 European mosaic of satellite
More informationWMO s Severe Weather Forecasting Demonstration Project (SWFDP)
5 th Meeting of the RA II WIGOS Project on Satellites Coordination Group, 21 Oct 2017 WMO s Severe Weather Forecasting Demonstration Project (SWFDP) Abdoulaye Harou Chief DPFS Division/WDS WMO Secretariat
More informationName three countries in Europe.
Name three countries in Europe. I will be able to identify the 5 themes of geography for Europe and locate the countries and capitals of Europe and the major physical features. People: Past: Through the
More informationLand Use / Land Cover Mapping in
Land Use / Land Cover Mapping in Eastern and Southern African Regions RCMRD Experience by 6/24/2013, Nairobi Kenya Dr. Tesfaye Korme Director of RS, GIS and Mapping, RCMRD I. About RCMRD, Its Vision and
More informationMonthly Prediction of the Vegetation Condition: A case for Ethiopia
Monthly Prediction of the Vegetation Condition: A case for Ethiopia Getachew Berhan Addis Ababa University, Ethiopia getachewb1@yahoo.com Tsegaye Tadesse National Drought Mitigation Center University of
More informationLand Cover Project ESA Climate Change Initiative. Processing chain for land cover maps dedicated to climate modellers.
Land Cover Project ESA Climate Change Initiative Processing chain for land cover maps dedicated to climate modellers land_cover_cci S. Bontemps 1, P. Defourny 1, V. Kalogirou 2, F.M. Seifert 2 and O. Arino
More informationThe contribution of VEGETATION
The contribution of VEGETATION /SPOT4 products to remote sensing applications for food security, early warning and environmental monitoring in the IGAD sub region G. Pierre, C. Crépeau, P. Bicheron, T.
More informationAssimilating terrestrial remote sensing data into carbon models: Some issues
University of Oklahoma Oct. 22-24, 2007 Assimilating terrestrial remote sensing data into carbon models: Some issues Shunlin Liang Department of Geography University of Maryland at College Park, USA Sliang@geog.umd.edu,
More informationEconomic and Social Council
United Nations Economic and Social Council Distr.: General 18 July 2016 Original: English Committee of Experts on Global Geospatial Information Management Sixth session New York, 3-5 August 2016 Item 2
More informationThe Role of Data & Information Infrastructures in Supporting Climate Change Adaptation in Latin America & the Caribbean
The Role of Data & Information Infrastructures in Supporting Climate Change Adaptation in Latin America & the Caribbean Emil A. Cherrington Senior Scientist Water Center for the Humid Tropics of Latin
More informationDevelopment of a Regional Land Cover Monitoring System In the Lower Mekong Region a Joint Effort Between SERVIR-Mekong and Partners -
Mekong Development of a Regional Land Cover Monitoring System In the Lower Mekong Region a Joint Effort Between SERVIR-Mekong and Partners - Aekkapol Aekakkararungroj SERVIR-Mekong Asian Disaster Preparedness
More informationLand cover/land use mapping and cha Mongolian plateau using remote sens. Title. Author(s) Bagan, Hasi; Yamagata, Yoshiki. Citation Japan.
Title Land cover/land use mapping and cha Mongolian plateau using remote sens Author(s) Bagan, Hasi; Yamagata, Yoshiki International Symposium on "The Imp Citation Region Specific Systems". 6 Nove Japan.
More informationLand Cover Classification
Land Cover Classification Prof. Dr. Christiane Schmullius Friedrich Schiller University Jena, Germany Department of Geoinformatics and Remote Sensing ( ) ( ) 3 (-5) directly retrievable from EO out of
More informationMODELLING FROST RISK IN APPLE TREE, IRAN. Mohammad Rahimi
WMO Regional Seminar on strategic Capacity Development of National Meteorological and Hydrological Services in RA II (Opportunity and Challenges in 21th century) Tashkent, Uzbekistan, 3-4 December 2008
More informationDevelopment and Implementation of the Haiti and Dominican Republic Flash Flood Guidance (HDRFFG) System. Introduction to the Global FFG System
Development and Implementation of the Haiti and Dominican Republic Flash Flood Guidance (HDRFFG) System Introduction to the Global FFG System 1 Definition of the Problem Flash Flood is: a flood of short
More informationRemote Sensing products and global datasets. Joint Research Centre, European Commission
Remote Sensing products and global datasets Joint Research Centre, European Commission Setting the stage. Needs and requirements for integrated approach(es) for land degradation assessment. in Special
More informationSouth Asian Climate Outlook Forum (SASCOF-8)
Eighth Session of South Asian Climate Outlook Forum (SASCOF-8) Colombo, Sri Lanka, 25-26 April 2016 Consensus Statement Summary Above-normal rainfall is most likely during the 2016 southwest monsoon season
More informationDROUGHT INDICES BEING USED FOR THE GREATER HORN OF AFRICA (GHA)
DROUGHT INDICES BEING USED FOR THE GREATER HORN OF AFRICA (GHA) Christopher Oludhe IGAD Climate Prediction and Applications Centre (ICPAC) Inter-Regional Workshop on Indices and Early Warning Systems for
More informationCONFERENCE STATEMENT
CONFERENCE STATEMENT We, the elected representatives from Canada, Denmark/Greenland, Finland, Iceland, Norway, Russia, Sweden and the United States of America; In collaboration with the indigenous peoples
More informationCURRICULUM COURSE OUTLINE
CURRICULUM COURSE OUTLINE Course Name(s): World Area Studies Grade(s): 9-11 Department: Social Studies Course Length: 1 Semester Pre-requisite: None Textbook/Key Resource: No Primary Textbook Course Description:
More informationTHE production of global land cover datasets is vital for
1740 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 44, NO. 7, JULY 2006 A Method to Compare and Improve Land Cover Datasets: Application to the GLC-2000 and MODIS Land Cover Products Linda M.
More informationRANGE AND ANIMAL SCIENCES AND RESOURCES MANAGEMENT - Vol. II - Catchment Management A Framework for Managing Rangelands - Hugh Milner
CATCHMENT MANAGEMENT A FRAMEWORK FOR MANAGING RANGELANDS Hugh Milner International Water Management Consultant, Australia Keywords: Rangeland management; catchments and watersheds; catchment management
More informationPredicting ectotherm disease vector spread. - Benefits from multi-disciplinary approaches and directions forward
Predicting ectotherm disease vector spread - Benefits from multi-disciplinary approaches and directions forward Naturwissenschaften Stephanie Margarete THOMAS, Carl BEIERKUHNLEIN, Department of Biogeography,
More informationSoil Moisture Prediction and Assimilation
Soil Moisture Prediction and Assimilation Analysis and Prediction in Agricultural Landscapes Saskatoon, June 19-20, 2007 STEPHANE BELAIR Meteorological Research Division Prediction and Assimilation Atmospheric
More informationPresentation of the different land cover mapping activities in the French Guiana
Presentation of the different land cover mapping activities in the French Guiana LCCS Land Cover Classification System 9 to 13 March 2015 Paramaribo - Suriname INTRODUCTION French Guiana : 8 046 427 ha
More informationRemote Sensing of SWE in Canada
Remote Sensing of SWE in Canada Anne Walker Climate Research Division, Environment Canada Polar Snowfall Hydrology Mission Workshop, June 26-28, 2007 Satellite Remote Sensing Snow Cover Optical -- Snow
More informationGlobal Patterns Gaston, K.J Nature 405. Benefit Diversity. Threats to Biodiversity
Biodiversity Definitions the variability among living organisms from all sources, including, 'inter alia', terrestrial, marine, and other aquatic ecosystems, and the ecological complexes of which they
More information8.2 GLOBALLY DESCRIBING THE CURRENT DAY LAND SURFACE AND HISTORICAL LAND COVER CHANGE IN CCSM 3.0 USING AVHRR AND MODIS DATA AT FINE SCALES
8.2 GLOBALLY DESCRIBING THE CURRENT DAY LAND SURFACE AND HISTORICAL LAND COVER CHANGE IN CCSM 3.0 USING AVHRR AND MODIS DATA AT FINE SCALES Peter J. Lawrence * Cooperative Institute for Research in Environmental
More informationComparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform
Comparison of NASA AIRS and MODIS Land Surface Temperature and Infrared Emissivity Measurements from the EOS AQUA platform Robert Knuteson, Hank Revercomb, Dave Tobin University of Wisconsin-Madison 16
More informationNASA MODIS and VIIRS Burned Area Products Update
NASA MODIS and VIIRS Burned Area Products Update Louis Giglio, Luigi Bosche@, Michael Humber, William Walsh, David Roy, Christopher JusIce GOFC Fire Implementa0on Team Mee0ng November 2016 MODIS Burned
More informationCENTRAL ASIAN REPUBLICS AND THEIR NEW TRANSPORT DEMANDS
2. CENTRAL ASIAN REPUBLICS AND THEIR NEW TRANSPORT DEMANDS The Central Asia subregion, which comprises all CAR: Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan and Uzbekistan is flanked by the Russian
More informationsentinel-2 COLOUR VISION FOR COPERNICUS
sentinel-2 COLOUR VISION FOR COPERNICUS SATELLITES TO SERVE By providing a set of key information services for a wide range of practical applications, Europe s Copernicus programme is providing a step
More information