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Annexes


Annex I List of Participants

Mr André B. BASSOLE

Tel: +226 324910

Ministère des Infrastructures,

Fax: +226 307069

de l'Habitat et de l'Urbanisme

Email: [email protected]

03 BP 7011


OUAGADOUGOU, Burkina Faso


Dr Josef CIHLAR

Tel: +1 613 9471265

Environmental Monitoring Section

Fax: +1 613 9471406

Applications Division

Email: [email protected]

Canada Centre for Remote Sensing


588 Booth Street, 4th Floor


OTTAWA, Ontario K1A 0Y7, Canada


Dr David CROOM

Tel: +44 1235 851247

Middle Ashbrook House

Fax: +44 1235 445848

London Road, Blewbury

Email: [email protected]

OXON OX11 9PF, United Kingdom


Mrs Grace W. GITONGA

Tel: +254 2 567880

Satellite Information Receiving Station

Fax: +254 2 567888

Kenya Meteorological Department

Email: [email protected]

P.O. Box 30259


NAIROBI, Kenya


Mr Jamison HAWKINS

Tel: +1 301 4575125

Office of Systems Development

Fax: +1 301 4200932

NOAA/NESDIS

Email: [email protected]

Federal Building No. 4


WASHINGTON, DC 20233, USA


Dr Donald E. HINSMAN

Tel: +41 22 7308285

Satellite Activities Office

Fax: +41 22 7342326

World Weather Watch Department

Email: [email protected]

World Meteorological Organization


Case postale No. 2300


1211 GENEVA 2, Switzerland


Dr Nicolas HOEPFFNER

Tel: +39 332789873

Marine Environment Unit

Fax: +39 332789034

Space Applications Institute

Email: [email protected]

Joint Research Centre of the


European Commission


Via E. Ferni


I-21020 ISPRA (Varese), Italy


Mr Johnny A. JOHANNESSEN

Tel: +31 71 5655959

Ocean and sea Ice Unit

Fax: +31 71 5655675

Earth Sciences Division

Email: [email protected]

ESA-ESTEC, Postbus 299


2200 AG NOORDWIJK, Netherlands


Dr Alexander KARPOV

Tel: +7 095 2523873

International Co-operation Department

Fax: +7 095 2539484

Russian Federal Service for Hydrometeorology

Email: [email protected]

and Environmental Monitoring (ROSHYDROMET)


12 Novovagankovsky Street


123242 MOSCOW, Russian Federation


Mr Michel P. LEFEBVRE

Tel: +33 561 929469

8 avenue de Cugnaux

Fax: +33 561 929469

F-31270 VILLENEUVE TOLOSANE, France

Email: [email protected]

Dr Robert MISSOTTEN

Tel: +33 1 45684117

SC/GEO, Division of Earth Sciences

Fax: +33 1 45685822

UNESCO

Email: [email protected]

1, rue Miollis


75732 PARIS Cedex 15, France


Dr David MITCHELL

Tel: +44 1483 442147

Smith System Engineering Ltd.

Fax: +44 1483 442304

Surrey Research Park

Email: [email protected]

GUILDFORD GU2 5YP, United Kingdom


Mr John MORGAN (Chairman)

Tel: +44 1734 341284

Quensha Associates

Fax: +44 1734 321528

Keepers Lodge

Email: [email protected]

Westley Mill, Binfield


BRACKNELL RG42 5QU, United Kingdom


Mr Makoto ONO

Tel: +81 3 55618761

Remote Sensing Technology Center

Fax: +81 3 55619541

RESTEC/NASDA

Email: [email protected]

Roppongi 1-9-9, Minatoku


TOKYO 106, Japan


Mr Kazuo OHTA

Tel: +81 3 34386345

Earth Observation Planning Department

Fax: +81 3 54018702

National Space Development Agency of Japan

Email: [email protected]

World Trade Center Building


2-4-1, Hamamatsu-cho, Minato-ku


TOKYO 105-60, Japan


Mr Alain RATIER

Tel: +49 6151 807500

EUMETSAT

Fax: +49 6151 807552

Postfach 100555

Email: [email protected]

D-64205 DARMSTADT, Germany


Dr Peter RYDER

Tel: +44 1344 423380

8, Sherring Close

Fax: +44 1344 423380

BRACKNELL RG42 2LD, United Kingdom

Email: [email protected]

Dr Robert A. SCHIFFER

Tel: +1 202 3581876

NASA Headquarters, Code YS

Fax: +1 202 3582770

300 E Street S.W.

Email: [email protected]

WASHINGTON, D.C. 20546, USA


Dr Colin SUMMERHAYES

Tel: +33 1 45684042

GOOS Support Office

Fax: +33 1 45685812

Intergovernmental Oceanographic Commission

Email: [email protected]

UNESCO


1, Rue Miollis


F-75732 PARIS cedex 15, France


Prof. John TOWNSHEND

Tel: +1 301 4054558

Department of Geography

Fax: +1 301 3149299

University of Maryland

Email: [email protected]

1113 Lefrak Hall


COLLEGE PARK, MD 20742-8225, USA


Dr Serguei VIKTOROV


Ap. 57, Chernaya Reckka 10

Tel: --; Fax:--

197183 ST. PETERSBURG, Russian Federation

Email: [email protected]

Dr David WILLIAMS

Tel: +49 6151 807603

EUMETSAT

Fax: +49 6151 807555

Am Kavalleriesand 31

Email: [email protected]

D-64205 DARMSTADT, Germany


Mr John WITHROW

Tel: +33 1 45684008

Intergovernmental Oceanographic Commission

Fax: +33 1 40569316

of UNESCO

Email: [email protected]

1, rue Miollis


75732 PARIS cedex 15, France


Local Participants:

Ms Sophie Boyer KING

Tel: +33 1 45250329

International Council of Scientific Unions

Fax: +33 1 42889431

51, Bd de Montmorency

Email: [email protected]

75016 PARIS, France


Mrs Julia MARTON-LEFÈVRE

Tel: +33 1 45250329

International Council of Scientific Unions

Fax: +33 1 42889431

51, Bd de Montmorency

Email: [email protected]

75016 PARIS, France


Secretariat:

Dr Thomas W. SPENCE

Tel: +41 22 730 8401

Joint Planning Office

Fax: +41 22 740 1439

Global Climate Observing System

Email: [email protected]

c/o World Meteorological Organization


P.O. Box 2300


1211 GENEVA 2, Switzerland


Dr (Ms) Carolin RICHTER

Tel: +41 22 730 8272

Joint Planning Office

Fax: +41 22 740 1439

Global Climate Observing System

Email:[email protected]

As above


Annex II Agenda

This agenda describes the joint sessions of the Commission for Basic Systems (CBS) Working Group on Satellites (WGSAT) with the Global Observing Systems Space Panel (GOSSP). Item 5 was specific to GOSSP.

1. ORGANISATION OF THE JOINT SESSION

1.1 Opening of the Joint Session

1.2 Adoption of the Agenda

1.3 Working Arrangements of the Session

1.4 Election of the Joint Session Chairman

2. CHAIRMEN'S REPORT

3. UPDATE ON GLOBAL OBSERVING SYSTEMS AND WGSAT ACTIVITIES

4. INITIATIVE FOR AN INTEGRATED GLOBAL OBSERVING STRATEGY (IGOS)

5. CONSIDERATION OF THE SPACE PLAN DRAFT

6. REVIEW AND UPDATE OF CURRENT REQUIREMENTS AND INSTRUMENT PERFORMANCES

7. "CRITICAL REVIEW"

8. CONSOLIDATION OF ACTION ITEMS AND FUTURE WORK PROGRAMME

9. CLOSURE

Annex III Terms of Reference

Recognizing the need for a comprehensive approach to the various space-based observational activities for the global observing systems, the JSTC of GCOS, the Joint Scientific and Technical Committee for GOOS (J-GOOS)[5], and the Steering Committee (SC) for GTOS have established a Global Observing Systems Space Panel (GOSSP).

Terms of Reference:

Based on guidance from the JSTC, J-GOOS, and the SC, the primary tasks of the Panel are:

The GOSSP will be the focus for exploiting space systems in meeting the objectives of the global observing systems. The Panel must continually refine, update, and interpret the implications of the requirements of the user communities carrying out global studies, and provide related advice in terms of space instruments and satellite pay loads flown by the data providing agencies.

Chairman: Mr. John Morgan

Annex IV Space Plan, Version 2.0, Draft Outline

Tentative Chapter Headings and Actions were presented at the meeting. The GCOS Joint Planning Office suggested an approach to guide the Panel through the discussion of the revision, and to provide some simplifications to the structure of the document.

Basically, it is proposed that the plan should consist of two sections. Chapters 1, 2, 3, 6, 7 and 8 are relatively general, and with some modifications, could provide a focused discussion of the overall strategy. This first section would therefore be a relatively permanent one, stating the overall aims and purposes of the space plan, describing key aspects of the G3OS, providing the adequate background for the process used to obtain user requirements and to compare them with agency missions and plans, and indicating the mechanisms whereby the plan is maintained in a current state.

The second section would contain integrated recommendations from the user groups, the specific evaluation of the space agency missions which are relevant to them and the recommendations for actions. This section will be constantly under review and will be subject to frequent updates and modifications. It is proposed that it appear in a "loose-leaf" format.

Both printed and electronic versions will be available.

Chapter 1 Introduction

Action:

· Prepare input from GOOS and GTOS for incorporation in the G3OS discussion.


· Prepare brief discussion of methodology for user requirements

Chapter 2 The G3OS Space Strategy

Content:

Vision, overall concepts relating to space.

Action:

· Outline the concept of the G3OS strategy toward space observations.


· Consider the incorporation of Chapters 6, and 8 in this one.

Chapter 3 The G3OS Themes

Content:

Requirements drivers, methods to obtain them from users, structure to present and analyse them in context of space-agency plans.

Action:

· Review the concept of this chapter to see if it can be part of Chapter 2, and if not, what it should contain.

The next two chapters require frequent update, therefore it is suggested that they be done in a "loose-leaf" and electronic version, where the information may be modified and updated conveniently.

Chapter 4 The G3OS Space Requirements

Action:

· Propose an effective way to obtain and describe the G3OS requirements.


· Relate the process to the database activity of the affiliates.

Chapter 5 The Space Agency Missions

Action:

· Propose an effective way to describe the space agency programmes.

Chapter 6 The Analysis Method

Content:

Discussion and illustration.

Action:

· Propose an effective way to describe the analysis method.


· Select illustrative examples.


· Extract priority recommendations.


Concerning the former Chapter on Ground Segments:

Action:

· Develop a consistent perspective on the 'ground segment' needed for the G3OS,


· Relate and link to the strategy of Chapter 2.

Chapter 7 Enhancement for Developing Country Needs

Content:

Special Focus.

Action:

· Develop an appropriate posture for the G3OS space plan to take regarding developing countries.


· Prepare text for consideration.


· Prepare short reference and explanatory piece for Chapter 2.


Concerning the former Chapter on Cost-Effectiveness

Action:

· Develop key points to be retained on this topic.


· Elaborate the space agency perspective on coordination/integration.


· ...Consider link to Chapter 2.

Chapter 8 Conclusions

Actions:

· Prepare a set of important, timely, well-focused recommendations.


· Where possible, designate specific 'actors' who should take initiative.


· Conclude on optimistic note.

Annex V Virtual Task Groups

The Panel decided to set-up Virtual Task Groups to work intersessionally. Panel attendees and representatives of other science groups will be invited to participate.

The messages will automatically be resent to the following lists:

(The GCOS office will get a copy of your correspondence.)

Task Group I: Maintain the Space Plan

Email: [email protected]

D. Croom (GCOS)

[email protected]

A. Janetos (GTOS)

[email protected]

A. Ratier (EUMETSAT/CEOS)

[email protected]

P. Ryder (GOOS)

[email protected]

T. Spence (GCOS JPO)

[email protected]

J. Withrow (IOC)

[email protected]

Task Group II: Observational Requirements of the User Communities

Email: [email protected]

J. Cihlar (Chairman TOPC)

[email protected]

D. Halpern (JPL)

[email protected]

D. Hinsman (WMO)

[email protected]

M. Lefebvre (GOOS), GODAE

[email protected]

M. Manton (Chairman AOPC)

[email protected]

M. Ono (NASDA)

[email protected]

R. Schiffer (NASA), Annual Report

[email protected]

J. Withrow (IOC) as contact point for the ocean community: [email protected]

N. Andersen (Chairman HOTO) - not in the list

N. Flemming (Chairman ad hoc Coastal Panel) - not in the list

G. Grise (OSLR,re LMR) - not in the list

N. Smith (Chairman OOPC) - not in the list

Task Group III: Moderating between G3OS and the space community

Email: [email protected]

D. Croom (GCOS)

[email protected]

D. Halpern (JPL)

[email protected]

D. Hinsman (WMO)

[email protected]

N. Hoepffner (GOOS)

[email protected]

J. Johannessen (ESTEC/ESA)

[email protected]

A. Karpov (ROSHYDROMET)

[email protected]

K. Ohta (RESTEC)

[email protected]

M. Ono (NASDA)

[email protected]

R. Schiffer (NASA)

[email protected]

Task Group IV: Facilitate Activity in Support of Developing Countries

Email: [email protected]

André Bassolé (GTOS)

[email protected]

G. Gitonga (GCOS)

[email protected]

C. Summerhayes (GOOS GPO)

[email protected]

Annex VI Proposed Initial IGOS Implementation Projects

The IGOS Strategic Implementation Team (SIT) agreed at its first meeting in Irvine, California, February 1997, on six key issues, as the basis for developing project statements for prototype activities. The Irvine reports includes a table listing the proposed initial IGOS implementation projects. The slightly expanded version for each of the proposed projects has been produced by the SIT:

Global Ocean Data Assimilation Experiment

Issue: Need an integrated suite of remote (and direct) measurements of the ocean for real-time assimilation, interpretation and application. The project will provide a regular, global depiction of the ocean circulation, from climate down to ocean eddy scales, consistent with the measurements and appropriate and physical constraints.

Tools Needed: Real-time satellite data stream; global in situ observing system; assimilation to exploit integrated data stream; models and computer for production and output; high band-width communications.

Partners: GOOS/GCOS/WCRP OOPC, CNES, ESA, NASA, EUMETSAT, NOAA, NASDA.

Products/Results: Global analyses/forecasts based on limited models, data streams; global products at reduced resolution (time and space); global hindcasts based on past remote sensing and in situ data; global eddy-resolving analyses with reduced physics, dynamics, assimilation; some regional analyses/forecasts based on enhanced data models.

Upper Air Measurements Including Upper Air Network and Tropospheric Winds from Space

Issue: Ground-based radiosonde observations and omega sondes are being reduced and could impact numerical weather prediction models.

Tools Needed: In situ and satellite data of tropospheric winds and profiles of temperature and specific humidity.

Partners: WMO, EC, NOAA, ESA. NASA, CNES, EUMETSAT.

Products/Results: New/improved satellite-derived products assimilated into operational models.

Long-Term Continuity of Ozone Measurements

Issue: No long-term strategy for continuity of stratospheric ozone observations.

Tools Needed: Space and ground-based measurements of total ozone and vertical profiles. Ground-based measurements of both ozone and spectrally resolved surface UV. Space-based full daily global coverage total ozone; vertical profiles of ozone, other species, temperature.

Partners: WMO/IPCC, ESA, NASA, EUMETSAT, CNES, NOAA, NASDA, ASI, CSA/AES.

Products/Results: Commitment by identified agencies to long-term total ozone and ozone vertical profile measurements and data exchange.

Global Observation for Forest Cover

Issue: Monitoring of forest cover and its changes is essential to a variety of issues including land cover change, biodiversity, renewable energy resources, and more. There is no systematic plan for routine acquisition and analysis of data on global forest cover from optical and microwave satellites.

Tools Needed: Optical and microwave imaging satellites (already in existence and planned); acquisition stations and processing facilities.

Partners: GCOS/GTOS TOPC, IGBP LULC, EC, FAO, CSA/CCRS, INPE, ESA, NASA, CNES, EUMETSAT, ASI NASDA, NOAA.

Products/Results: Database of georeferenced high resolution data with periodic systematic coverage of all forested areas globally; periodic analysis of change on regional and global scale.

Long-Term Ocean Biology Measurements

Issue: Multiple ocean colour sensors in operation and planned; need coordinated strategy to support data needs for scientific studies of ocean biogeochemical and ecosystem processes.

Tools Needed: Satellite and in situ observations, coordinated calibration/validation campaign.

Partners: GOOS, IOC, EC, NASDA, NASA, CSA, ESA, NOAA, CNES, WGISS, WGCV.

Products/Results: Internationally coordinated calibration/validation programme to understand regional influences and variations in the ocean environment; integrated database with in situ and satellite data; multi-sensor data streams and products.

Disaster Monitoring and Management Support

Issue: Earth observation satellite data is not being fully utilised to support disaster prediction, monitoring, and mitigation on a worldwide basis.

Tools Needed: Information systems to locate, acquire, re-format as necessary, and deliver Earth observation satellite data products rapidly to emergency response authorities; improved understanding of the requirements of emergency response authorities.

Partners: NOAA, EC, ESA, BNSC, ASI, STA/NASDA, NASA, CSA, CNES, WGISS.

Products/Results: Work with subset of agencies with broad geographic responsibility to develop an initial requirements and capabilities profile for the contribution of Earth observation satellite data and to implement a capabilities demonstration.

Annex VII List of Applications

A. GOSSP APPLICATIONS

The panel agreed upon the following list of application to be used for GOSSP. The closed circle signifies that the application is a major focus in one or more of the three areas (atmosphere, land, ocean), whereas the open circle indicates only a contributing effect. This list of applications resulted from the three ad hoc groups at the meeting. The specific group applications have been mapped into the GOSSP applications

Atmosphere

Land

Ocean

Application


Ecosystem Productivity



Sustainable Land Use


Hydrological Resources

Green House Gas Trend

(Sources, sinks, dynamics, concentration)

Biodiversity and Ecosystem Health

Climate Trend Assessment / Impact

Hazard Mitigation



Transport Services


Coastal Zone Management


Climate Modelling

(Boundary, Initialisation, Validation)


Improved Operational Prediction

(Seasonal, Interannual)


Biogeochemical Cycling

Major Focus Contributing Effect

B. TERRESTRIAL APPLICATIONS

The "Land" ad hoc group developed the following list of applications for terrestrial use. Participants of "Land" ad hoc group were: J. Cihlar, A. Bassolé, J. Townshend, D. Williams

· Ecosystem Productivity and Sustainability (short title: Ecosystem productivity)

Includes both terrestrial and marine ecosystems. For terrestrial ecosystems it covers: 1) the productivity of terrestrial ecosystems defined in terms of biomass increase over a time interval; and 2) sustainability, described as the ability of the ecosystems to maintain the functions and processes of growth, development, and renewal characteristic of that ecosystem type at the present time. Together, these measures reflect the ability of the ecosystem to remain viable over the long term.

· Land use and sustainable development planning (short title: Sustainable land use)

Characterisation of the present land use and the potential for land development that can be sustained over time.

· Hydrological resources assessment (short title: Hydrological resources)

Use of G3OS data for the inventory and assessment of the terrestrial hydrological resources. Includes issues of water quantity and quality, seasonal and interannual variability or trends, natural (soil moisture, wetlands) and artificial (reservoirs) sources, and availability for various types of use. Both surface and ground water resources are included.

· Greenhouse gas trend assessment (short title: GHG trend)

Evaluating and quantifying the role of terrestrial ecosystems in the cycle of GHGs and their change over time. The emphasis is on the natural sources and sinks of carbon dioxide, nitrogen oxides, and other gases which interact with vegetation for carbon uptake or release); and on processes that are likely to change in response to human activities or to a changing climate.

· Biodiversity and ecosystem health

Includes both terrestrial and marine ecosystems. For terrestrial ecosystems it refers to the diversity of the ecosystem at the gene, species and landscape levels (with emphasis on the latter two), and to the status of the ecosystem in comparison with a similar fully-functioning, vigorous one.

· Climate trend assessment

Evaluation of the change of climate through its effects on the terrestrial ecosystems. Uses the record of cryospheric, hydrologic, and biospheric processes or phenomena.

The six application areas found by the "Land" group map into the G3OS objectives as indicated with an "X". Further, the group indicated the scope of the applications.

Application

G3OS Objectives

Scope

Climate Variability.

Clim./Global Change Impact

Sustain. Develop. Planning

Climate Feedback

Forecasts

Global Wall to Wall

Global sampl.

Regional

Ecosystem productivity & Sustainable Assessment


X

X

X


X


X

Land Use & Sustainable Development Planning


X

X

X

X


X

X

Hydrological Resources Assessment

X

X

X

X

X



X

GHG Trend Assessment

X



X

X

X


X

Biodiversity


X

X




X

X

Climate Trend Assessment

X

X


X

X

X


X

C. OCEAN APPLICATIONS

The ad hoc group "Ocean" presented a list of eight applications and examples. Participants were: N. Hoepffner, J. Johannessen, M. Lefebvre, K. Ohta, M. Ono, P. Ryder, T. Spence, S. Viktorov, J. Withrow.

D. ATMOSPHERE APPLICATIONS

The ad hoc "Atmosphere" group worked out a list of five applications. Members of the group were: D. Croom, J. Hawkins, A. Karpov, D. Mitchell, J. Morgan, C. Richter, R. Schiffer.

Annex VIII Methodology to Identify Requirements

Dr Cihlar suggested the following procedure for a systematic and consistent way of defining G3OS requirements as an input into the GOSSP/CEOS analysis.

Step 1: Finalise the list and definitions of the twelve "Applications" (Annex VII):

(1)

Ecosystem productivity

(2)

Sustainable land use

(3)

Hydrological resources

(4)

Green house gas trend

(5)

Biodiversity and ecosystem health

(6)

Climate trend assessment

(7)

Hazard mitigation

(8)

Transport services

(9)

Coastal zone management

(10)

Climate modelling

(11)

Improved operational prediction

(12)

Biogeochemical cycling

and for the CEOS prototype projects (Annex VI):

(a)

Ozone

(b)

Ocean Biology

(c)

Global Ocean Data Assimilation Experiment (GODAE)

(d)

Forest Cover

(e)

Upper-Air

(f)

Disaster Monitoring

Step 2: Finalise the list of variables required by each G3OS panel and provide definitions for all the variables in geophysical terms. The list and draft definitions for the terrestrial, atmospheric and oceanic "Applications" can be found in Annex VII.

Step 3: Categorise each variable into one of four types:

(1) Target:

Variable giving the final information for an application or an important stand-alone data set for an application, e.g., net primary productivity;

(2) Input:

Variable needed as an input into an 'earth system model', a generic term referring to models which produce the target variable, (e.g., leaf area index);

(3) Ancillary:

Variable used to specify/correct measured variable (e.g., atmospheric optical depth);

(4) Measured:

Variable actually measured ( e.g., spectral radiance).

If more than one category applies for an application, use the most relevant (i.e., the primary use for that variable) to identify the category.

Step 4: Identify the applications (Annex VII) for which each variable is required. A variable may be needed for one or more applications, and/or it may be needed as an input in conjunction with other variables. Typically (especially in the case of satellite data), target variables will be required for one or more applications; input variables will be required by target variables; ancillary and measured variables will be required by input variables. No distinction is made at this step. The intent is to clarify the reasons for wanting that variable so that its characteristics may be defined in a rational way (see next step).

Step 5: For each variable define five observational characteristics and two classes. The characteristics are:

(i) Horizontal Resolution (Hor):

The horizontal resolution is intended to mean sampling distance, which is perhaps the most familiar concept to the user (average distance between observing stations in remote sensing or the integration distance). Specification of significant/integration distance is not requested at this stage. In the case of images, horizontal resolution is agreed to mean the pixel size. In the case of parameters of fractal nature observed in images, horizontal resolution is agreed to mean the image resolution. In the case of products or images oversampled in respect of the integration distance, the integration (not sampling) distance has to be quoted.

(ii) Vertical Resolution (Ver):

The vertical resolution also is intended as vertical sampling distance, with the same understanding as above in respect of the vertical significant/integration distance.

(iii) Cycle (Cyc):

The observing cycle is intended to mean the required interval between two successive global coverages (including the equatorial regions), i.e., the time needed for the whole Earth surface to be provided with at least one observation each grid square of size equal to the horizontal resolution, and with the specific accuracy. Again, this is not the integration time for taking a single measurement. If a parameter is going to be used after time integration or other filtering processes over several measurements (e.g., daily radiation budget reconstructed by integrating hourly measurements), the observing cycle has to refer to the measurements.

(iv) Timeliness (Time):

Timeliness describes the delay between satellite observation of the area concerned, and the availability of the processed geophysical parameter for distribution to the user.

(v) Accuracy (Acc):

The accuracy is intended to be the root mean square difference between the observed and the true values, i.e., inclusive of both random and systematic errors. If there is a particular reason to require that the systematic error (bias) is specifically controlled, two separate figures could be specified: standard deviation and bias. Provision for two values is also foreseen in cases when the parameter has been specified with two facets (e.g., wave period and direction), or actually requires two figures (e.g., horizontal and vertical accuracy of topography). For images or features, accuracy is not applicable. For parameters of fractal nature, accuracy is accuracy of location. For parameters resulting from classification processes, accuracy is the number of recognisable classes. It is recommended to use proper physical units, not percentages as far as possible. Where accuracy is expressed in percentage error, this will be understood to mean that there is no requirement for absolute calibration. The figure quoted for accuracy must be consistent with those quoted for horizontal and vertical resolution, i.e., the figure must be valid for a product sampled at that horizontal/vertical distance.

The two classes are:

(a) Optimal Requirement:

The optimised (or "necessary") requirement is the value which, if exceeded, would not yield significant improvements in performance for the application in question. Therefore the cost of improving the observations beyond this requirements would not be matched by a corresponding benefit. Optimal requirements are likely to evolve; as applications progress, they develop a capacity to make use of better observations.

(b) Threshold requirement:

The threshold (or "minimal") requirement is the value below which the observation would not yield any significant benefit for the application in question (or below which the benefit derived would not compensate for the additional cost involved in using the observation). Assessment of minimal requirement for any given observing system is complicated by assumptions concerning which other observing systems are likely to be available. It may be unrealistic to try to state the minimal requirement in an absolute sense, because the very existence of a given application relies on the existence of a basic observing capability.

The following tables (Table I and Table II) give examples of how the variables of a specific heritage, (i.e., GCOS, GTOS, GOOS, GOSSP) can be assigned to the different application areas 1-12 or IGOS projects a-f.

Table I illustrates the assignment of required parameters to one of the four "Types", for a specific application area, e.g., (1) Ecosystem productivity.

Table I

Application: (1) Ecosystem Productivity (not complete list)

Variable

Type

Optimised Requirements

Threshold Requirements

Hor km

Ver km

Cyc d/m/y

Time d/m/y

Acc

Hor km

Ver km

Cyc d/m/y

Time d/m/y

Acc

Biomass

Target

0.1


5 y

3 m

± 5%

1


10 y

6 m

15%

Spectral vegetation greenness index

Input

0.1


1 d

1 d

± 1%

2


1 d

10 d

± 3%

Vegetation hydric stress index

Ancillary

0.1


0.04 d

1 d

± 10%

4


1 d

2 d

± 20%

Radiation - reflected short-wave satellite (multispect.)

Measured

0.01


1 d

1 d


1


2 d

1 m


Table II, compiled by Dr Cihlar, demonstrates the assignment of the required parameters to the "Type", for a CEOS project, e.g, (d) Forest Cover. Shaded cells indicate numbers need to be specified.

Table II

Application: (d) Forest Cover

Variable

Type

Optimised Requirements

Threshold Requirements

Hor km

Ver km

Cyc d/m/y

Time d/m/y

Acc

Hor km

Ver km

Cyc d/m/y

Time d/m/y

Acc


Land Cover 1

Target

0.01


5 y

3 m

50 class.

0.05


10 y

6 m

10 class.

NPP

Target

0.5


1 d

10 d

0.1

4


10 d

1 m

0.2

NEP

Target

0.5


1 d

10 d

0.1

4


10 d

1 m

0.2

Fire scars and damage

Target

0.25


1 y

1 m

5 class.

1


3 y

3 m

2 class.

Harvest / loss

Target

0.01


5 y

3 m

0.1

1


10 y

6 m

0.1

Biomass-above ground

Target

0.25


5 y

3 m

0.1

1


10 y

6 m

0.1


Land cover 2

Input

0.25


1 y

1 m

40 class.

1


3 y

3 m

20 class.

LAI

Input

0.25


10 d

10 d

0.2

2


30 d

10 d

1

FPAR

Input

0.25


10 d

10 d

0.05

2


30 d

10 d

0.1

PAR

Input

1


1 d

1 d

10 W/m2

4


12 h

2 d

20 W/m2

Active Fires

Input

1


1 d

1 d

1 K

4


2 d

2 d

1.5 K

Max stomatal conductance

Input

0.25


2 d

2 d

0.1

2


30 d

10 d

20%

Precipitation

Input

30


1 d

1 d

0.6 mm/h

100


1 d

10 d



Aerosols

Ancillary

1


1 d

10 d


4


2 d

1 m


Water Vapour (total)

Ancillary

1


1 d

10 d


4


2 d

1 m


Ozone (total)

Ancillary

1


1 d

10 d


4


2 d

1 m



Multispec. Radiance 1

Measured

0.01


2 y

3 m


0.05


10 y

6 m


Multispec. Radiance 2

Measured

0.25


1 d

10 d


1


2 d

1 m


Microwave backscatter

Measured

0.025


1 y

1 m

0.5 dB

0.5


5 y

3 m

1 dB

Spectral VI

Measured

0.25


1 d

10 d

0.02

2


30 d

1 m

0.06

Terrestrial Requirements List

The next table (Table III), compiled by Dr Cihlar, contains all variables as required by the TOPC, where space observations can provide input. They have been assigned to relevant applications areas 1-12, as indicated by the numbers. Some "input" variables are directly related to "target" variables, which indicates that "target" variables still need a clear definition. Shaded cells indicate those items needing to be filled in, (e.g. accuracy formats to be clarified, or existing numbers requiring further discussion).

Table III

Heritage: "Land" Group;

TOPC (GCOS/GTOS)

Variable

Type

Optimised Requirements

Threshold Requirements

Application

Hor km

Cyc d/m/y

Time d/m/y

Acc

Hor km

Cyc d/m/y

Time d/m/y

Acc


Albedo satellite

Target

1

10 d

30 d

+ 2%

4

30 d

60 d

+ 7%

6,10

Biogeochem. transport from land to oceans

Target









1,2,9,12, HOTO,..

Biomass - above-ground

Target

0.1

5 y

3 m

+5%

1

10 y

6 m

15%

1,2,4,5,6,12

Carbon dioxide flux

Target

Tier 1,2 (100 globally)


cont

+ 5%





1,4,6,10,12

Dissolved C, N, and P in water (rivers and lakes)

Target



river depend.

+ 5%





1,2,5,9,12

Dry deposition of nitrate and sulphate

Target

Tier 1,2,3


weekly to monthly

+10%





1,5,12

Emissions of CO2, NOX and SOX from combustion of fossil fuels

Target

50


3 y






4,6,12

Fire area and impact

Target

0.25

1y

1m

5 classes

1

3y

3m

2 classes

1,2,4,5,6,12

Firn temperature (ice sheets, ice caps, glaciers)

Target

100 km2


10 y

± 0.1°C





6,10

Glacier inventory

Target

0.01

30 y

2 y


0.1

50 y

5 y


3,6

Glaciers mass balance

Target

50 globally

1y

3m

.01 m

30 globally

5y

6m

0.1m

2,3,6

Ground water storage fluxes

Target

Tier 1,2


Annually

1% of true depth





2,3,6,9

Ground water storage fluxes

Target

Tier 3,4


After all storms

1% of true depth





2,3,6,9

Ice sheet mass balance

Target

5

10 y

1 y

3 x 103 kg y-1


15 y

2 y

6 x 103 kg y-1

6,10

Lake and river freeze-up and break-up (timing)

Target

300 lakes globally

Daily spring and fall

1m

+ 1 d

200

Daily spring and fall

2m

+ 2 days

6,7

Land cover

Target

0.01

5 y

3 m

50 class.

0.05

10 y

6 m

25 class.

1,2,3,4,5,7,8,9,10,12

Land use

Target

0.01

5 y

6 m

TBD class.

1

10 y

1 y

TBD class.

1,2,3,4,5,6,7,8,9, 12

Methane flux (CH4)

Target

Tier 1,2 (100 globally)


contin.

+ 5%





4,6,10,11,12

Net eco-system productivity (NEP)

Target

Tier 1,2


annually

+10% for annual budget





1,4,5,6, 12

Net primary productivity (NPP) satellite

Target

0.1

1 d

10 d

+10%

4

10 d

m


1,2,3,4,5,6,9,12

Permafrost - active layer

Target

150 sites

10 d

1 m

+ 0.01 m

60 sites

30 d

3 m

+ 0.1 m

1,2,4,5,6, 7,8,12

Permafrost - thermal state

Target

150 sites

10 d

1 m

+ 0.05 C

60 sites

30 d

3 m

+ 0.1C

6,10,12

Permafrost extent

Target

0.01

5 y

3 m


1

10 y

1 y

TBD

1,2,3,4,5,6,8,9,10,12

Radiation - out long wave satellite

Target

50

20 d

1 m

+ 2%

100

60 d

3 m

+ 10%

6,10

Rainfall chemistry

Target

Tier 1,2,3


once per event

+ 5%





2,12

Snow cover area

Target

1

1 d

2 d

+5%

5

3 d

3 d

+ 10%

3,6,8,10

Snow water equivalent (SWE) satellite

Target

10

1d

2 d

+5%

25

3 d

3 d

+20%

1,2,3,5,6, 7,8,10

Soil moisture

Target

Tier 1,2,3

1 d

3 d

+ 2%

Tier 1,2,3

5 d

5 d

+ 10%

1,2,3,4,5,6,7,8,9,10,11,12

Stomatal conductance - maximum

Target

Tier 2, 3

10 y

1 y

+ 10%

Tier 2,3

20 y

2 y

+15%

1,4,6,10,12

Surface water flow - discharge

Target

Tier 1,2,3

0.01 d

1 d

+ 5%

Tier 1,2,3

30 d

30 d

+20%

3,9

Surface water storage fluxes

Target

600 largest lakes

10 d

1 m

+ 2%

300 largest lakes

40 d

2 m

+ 5%

2,3,6


Albedo in situ

Input

Tier 1,2,3



+ 5%





Albedo satellite

Biomass - below-ground

Input

Tier 1,2,3

5y

1y

+5%

Tier 1,2,3

10y

1y

+ 15%

12,NPP,NEP

Evapotranspiration

Input

Tier 1, 2

contin

1 d

+ 5%

Tier 1,2

0.25 d

2 d

+ 20%

Surface and ground storage fluxes

Fertiliser use N and P

Input

Sub-national

1 y

1 y

+5%

National

2 y

1 y

+10%

2,12

Glacier length

Input

0.001

5 y

1 y

+1 m

0.01

10 y

1 y

+10 m

Glacier mass balance

Ice sheet geometry

Input

0.01

5

1 y

+ 10 m

0.05

10 y

2 y

+100 m

Ice sheet mass balance

Land cover

Input

0.1

1 y

1 m

40 classes

1

3 y

3 m

20 classes


Leaf area index (LAI)

Input

0.1

10 d

10 d

+ 0.2

2

30 d

10 d

+ 1

NPP,NEP,10

Light penetration

Input

#lakes

10 d

10 d



30 d

30 d


5

Necromass

Input

Tier 1,2,3

1 y

1 y

+5%

Tier 1,2,3

2 y

1 y

+ 20%

NEP,12

Net primary productivity (NPP) in situ eddy flux

Input

150 sites globally

contin.

10 d

+5%

80 sites

contin.

30 d

+10%

NPP

Net primary productivity (NPP) in situ biomass sampling

Input

Tier 1,2,3

1 y

3 m

+5%

Tier 1,2,3

1 y

60 d

+10%

1,5,12

Peak leaf biomass of nitrogen-fixing plants

Input

Tier 1,2,3

1 y

3 m

+5%

Tier 1,2,3

5 y

1 y

+15%

1,12

Plant tissue nitrogen and phosphorus content

Input

Tier 1,2,3

1y

3m

+5%

Tier 1,2,3

5y

1y

+15%

NPP, Surface and ground storage fluxes

Precipitation - accumulated (solid and liquid)

Input

1

0.04 d

1 d

<+0.1 mm

10

10 y

1 d

+0.1 mm

NPP,3,6,7,8,12

Radiation - fraction of photosynthetically active radiation (FPAR)

Input

0.1

10 d

10 d

+0.05

2

30 d

30 d

+0.1

NPP,NEP

Radiation - incoming short-wave satellite

Input

50

10d

10 d

+ 2%

100

40 d

30 d

+7%

NPP,3,5,6,12

Radiation - outgoing long-wave in situ

Input

Tier 1,2,3

5 minute mean

1 d

+ 1%

Tier 1,2,3

10 minute mean

5d

+ 2%

NPP,10

Relative humidity (atmospheric water content near the surface)

Input

Tier 1,2,3 & weath.sta'ns

0.04 d

1 d

+ 1%

Tier 1,2,3 and weather stations

0.04 d

3 d

+ 2%

NPP,NEP

Rooting depth - 95%

Input

Tier 1,2,3,4

5 y

1 y

+5%

Tier 1,2,3,4

10 y

2 y

+10%

10,11

Roughness - surface

Input

1

5 y

3 m

+5%

10

10 y

6 m

+15%

Surface and ground storage fluxes

Snow depth

Input

Tier 1,2,3 & weath.sta'ns

1 d

1 d

+2cm up to 20 cm, +10% > 20 cm

Tier 1,2,3 and weather station

2 d

4 d

+3cm up to 20 cm, +15% > 20 cm

1,5,12

Soil available phosphorus

Input

Tier 1,2,3

1 y

6 m

+ 5%

Tier 1,2,3

2 y

1 y

+ 10%

1,5,10,12

Soil bulk density

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

1,2,4,5,12

Soil cation exchange capacity

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

1,2,3,5,7,8,9,12

Soil particle size distribution

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

1,2,4,5,12

Soil pH

Input

Tier 1,2,3,4

1 y

6 m

+ 5%

Tier 1,2,3,4

10 y

1 y

+ 10%

2,5,12,

Surface water storage fluxes,

Surface water flow-discharge

Soil surface state

Input

Tier 1,2,3,4

1 y

6 m

+ 5%

Tier 1,2,3,4

10 y

1 y

+ 10%

1,5,12

Soil temperature (subsurface)

Input

Tier 1,2,3, weather stations




Tier 1,2,3, weather stations




NPP,NEP,3,4,5,12

Soil total carbon

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

1,5,12

Soil total nitrogen

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

1,5,12

Soil total phosphorus

Input

Tier 1,2,3,4

10 y

2 y

+ 5%

Tier 1,2,3,4

15 y

3 y

+ 10%

NPP,NEP, land cover,5

Spectral vegetation greenness index

Input

0.1

1 d

1 d

+ 1%

2

1 d

10d

+ 3%

1,3,6,7,9,12

Temperature - air

Input

Tier 1,2,3 & weath.sta'ns

0.02 d

1 d

+ 0.2 C

Tier 1,2,3 and weather stations

0.5 d

2 d

+ 0.5C

1,2,3,5,7,8,9,10,11,12

Topography

Input

0.01

10 y

2 y

+ 3%

1

30 y

5 y

+ 10%

NPP,NEP,4,6,10,12

Trace gas profile (CO2) - Lower troposphere

Input









4,6,10,12

Trace gas profile (HNO3) - Lower troposphere

Input









4,6,10,12

Trace gas profile (N2O) - Lower troposphere

Input









5,10,11

Vegetation structure

Input

Tier 1,2,3

1 y

6 m

+ 5%

Tier 1,2,3

10 y

1 y

+ 10%

4,6,7,10,12

Volcanic sulphate aerosols

Input

At source

contin. during event

1 d

+10%

At source

5 d during event

30 d

+ 20%

ET,5,6,12

Wind velocity

Input

Tier 1,2,3

contin.

1 d

+ 10%

Tier 1,2,3

hourly max and min

10 d

+ 15%

NPP


Aerosols (total column)??or transmissivity measurements?

Ancillary

1

1 d

10 d


4

2d

1m


Satellite data corrections

Aerosols In situ

Ancillary

Tier 1,2,3

continuous

1d

+5%

Tier 1,2,3

Hourly

5d


Satellite data corrections

Cloud cover

Ancillary

Tier 1,2

0.01 d

1d

+10%

Tier 1,2

0.04d

5d

+ 15%

Radiation - incoming short-wave satellite??

Cloud cover satellite

Ancillary

1

0.02 d

1 d

+5%

10

0.5 d

10d

+10%

NEP,12??

Decomposition rate

Ancillary

Tier 1,2,3

30 d

30 d

+10%

Tier 1,2,3

60 d

30 d

+ 15%

NEP,12

Fire type

Ancillary

0.25

1 y

1 m

6 classes

1

3 y

3 m

2 classes

Fire area and impact

Ozone (total column)

Ancillary

1

1 d

10 d


8

2 d

1 m


Satellite data corrections

Radiation - incoming short-wave in situ

Ancillary

Tier 1,2,3

contin.

1 d

+ 1%

Tier 1,2,3

0.01 d

30 d

+ 1%

Radiation - incoming short-wave satellite

Radiation - reflected short-wave in situ

Ancillary

Tier 1,2,3

contin.

1 d

+ 1%

Tier 1,2,3

0.01 d

30 d

+ 1%

Radiation - reflected short-wave satellite

Snow melting conditions

Ancillary

10

1d

2 d

5 classes

25

3 d

3 d

2 classes

Surface and ground storage fluxes;surface water flow-discharge

Snow water equivalent (SWE) in situ

Ancillary

Tier 1,2,3, surface network

1 d

2 d

+ 5%

Tier 1,2,3, surface network

3d

3d

+ 15%

Snow water equivalent satellite

Vegetation hydric stress index

Ancillary

0.1

0.04 d

1 d

+10%

4

1 d

2 d

+ 20%

1,2,5,6,10,12


Microwave backscatter

Measured

0.01

1 d

1 d

+0.2 dB

1

2 d

10 d

+ 0.6 dB

1,2,3,4,5,7,8,9,11,12

Radiation - outgoing long-wave satellite (multispectral)

Measured

0.01

1 d

1 d


2

2 d

1 m


1,2,3,4,5,6,7,8,9,10,11,12

Radiation - reflected short-wave satellite (multispectral)

Measured

0.01

1 d

1 d


1

2 d

1 m


1,2,3,4,5,6,7,8,9,10,11,12

Ocean Requirements List

The following list is the result coming from the ad hoc "ocean" group", based on the list of requirements documented in the WMO stand-alone:

Table IV

Heritage: "Ocean" Group

Variable

Application


Air pressure over sea surface

7

Wind vector over sea surface (horz.)

1,5,6,7,8,9,10,11

Wind speed over sea surface (horz.)

1,5,6,7,8,9,10,11

Significant wave height

6,7,8,9,10,11

Sea Surface Temperature

1,5,6,8,9,10,11

Wave period and direction

6,7,8,9,10,11

Sea level

6,7,8,9,11,10

Ocean Topography

6,10,11

Ocean Chlorophyll

1,5,6,8,9,10, 11

Ocean suspended sediment

1,5,6,8,9,10, 11

Ocean yellow substances

1,5,6,9,10,11

Ocean salinity

1,5,6,8,9,10,11

Ocean currents

1,5,6,7,8,10, 11

Sea Surface features

1,5,6,8,9,10, 11

Bathimetry

6,7,8,9,10,11

Habitat extent (land use)

5

Sea-ice cover

6,8,9,10,11

Sea-ice type

6,8,9,10,11

Sea-ice surface temperature

6,8,9,10,11

Ice-sheet elevation

6,8,9,10,11

Ice-sheet topography

6,8,9,10,11

Ice thickness

6,8,9,10,11

Icebergs

6,7,8,9,10,11

Crustal motion (horiz./vert.)

6,7,10,11

Photosynthetically active radiation (PAR) (or atmosph. transmission model)

1,6

Land surface features

5

Land use

9

Coastlines

5,6,8,9,10

PPS

6,10,11

Geoid

6,10,11

Earth Rotation

6,10,11

Crustal Plates Positioning

6,10,11

Crustal motion

6,10,11

Atmosphere Requirements List

The following list is the result coming from the ad hoc "atmosphere" group. The variables for the application area "Climate Modelling", indicated by the number 10, were divided into "validation" (v), "boundary (b)" and "initialisation (i)" conditions. The requirements are documented in the WMO stand-alone database.

Table V

Heritage: "Atmosphere" Group

Variable

Application


Temperature Profile

-lower/higher troposphere

4,6,10v

11

Air temperature at surface over land

10v

Wind profile (horiz. comp.)

-lower/higher troposphere

4,10v

11

Wind profile (vert. comp.)

-lower/higher troposphere

4,10v

11

Wind speed over land surface (horz.)

10

Wind speed over sea surface (horz.)

10v&b

Wind vector over land surface (horz.)

10v&b

Wind vector over sea surface (horz.)

10,11

Specific Humidity Profile

-lower/higher troposphere

4,6,10v

11

Air relative humidity (at surface)

10

Air pressure over land surface

10,11

Air pressure over sea surface

10v,11

Cloud water profile

10v

Precipitation rate at ground (liquid)

11

Cloud cover

6,10v

Cloud type

10

Cloud base height

10v

Cloud top height

10v

Cloud drop size

6,10v

Cloud optical thickness

6

Cloud Imagery

6

Precipitation Index

10v

Aerosol profile

4,6,10v&b

Aerosol (total column)

4,10

Ozone profile/total

4,10v&b

Trace Gases profile/total

4,10v&b

Vegetation type

4,10v&b

Fires

4

Solar irradiance at TOA

4,6,10b

Photosynthetically active radiation (PAR)

6

Long-wave Earth surface emissivity

10

Short-wave outgoing radiation at TOA

6,10v

Long-wave outgoing radiation at TOA

6,10v

Short-wave cloud reflectance

10v

Long-wave cloud emissivity

10v

Short-wave Earth surface radiation

10v

Short-wave Earth surface reflectance

10v

Long-wave Earth surface reflectance

10v

Long-wave earth surface emissivity

10v

Albedo

10v&b

Sea surface temperature

10v&b,11

Sea-Ice Surface temperature

10

Land surface temperature

10v

Soil moisture

10v

Sea-Ice cover

6,10v

Sea-Ice Thickness

10v

Sea-Ice type

6

Normalised differential vegetation index (NDVI)

10v&b

Snow water equivalent

10

Snow cover

10v

Snow depth

10v

Ice-sheet elevation

10v&b

Ice-sheet topography

10v&b

Significant wave height

10v

Ocean Currents

11

Sea surface topography

6

Ocean Chlorophyll

6,10v

Ocean yellow substances

10v

Ocean suspended sediments

6,10v

Ocean Topography

10v&i


[5] Now the GOOS Steering Committee (GSC).

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