REVISED 7/31/98

Bolivia

GIS-Based Decision Support System for Transportation

Planning and Infrastructure Management

ATN/JF-6073-BO

(TC-9801053-BO)

Terms of Reference

I. Project Objectives

 

1.1 The objectives of the proposed operation are the development and implementation of a GIS-based (Geographic Information System) Decision Support System to support multi-modal Mercosur-level transportation studies, focusing on the inter-oceanic corridors, together with a GIS-based information system to be used for transportation planning and project management. The Project will also include a highway inventory system using satellite-based GPS (Georeferenced Positioning System) technologies. The final objective will be to provide GIS-type capabilities to the Viceministerio de Transporte, Comunicaciones y Aeronáutica Civil (VMTCAC) and the National Highway Service (SNC).

1.2 The focus will be on the development of a spatial database to be used primarily for project planning and infrastructure management and the development of specific GIS-based decision models to support multi-modal transportation planning, and also on the integration of this proposal with the work being developed with Bank support for studying Transport Alternatives for products from Central West Brazil and Bolivia destined for the Pacific Basin market and the Highway Transportation Master Plan for Bolivia.

 

II. Scope of Work

 

2.1 The technical cooperation project includes two phases, ‘Discovery and Needs Analysis’ and ‘System Development and Implementation’. These phases are further divided into eleven tasks, all to be performed by the Consulting Firm:

a. Phase I - Discovery and Needs Analysis

(i) Task 1 - Institutional Assessment, Statement of Needs and Conceptual Design;

(ii) Task 2 - Survey of GIS users and providers in Bolivia and available data in Government and Non-Government Institutions, and;

(iii) Task 3 - Introductory GIS seminars and promotion and development of user groups.

b. Phase II - System Development and Implementation;

(i) Task 4 - Design of the Integrated Database Model, the Applications (including the GIS-based Decision Support System) and the System;

(ii) Task 5 - Software and Hardware Installation;

(iii) Task 6 - Spatial Data Compilation and Highway Inventory;

(iv) Task 7 - Application Development and Development of Automated Solutions;

(v) Task 8 - GPS-based System;

(vi) Task 9- Development of the GIS-based Decision Support System and Prototyping and System Integration;

(vii) Task 10 - GIS Implementation Seminars, Training and Workshops, and;

(viii) Task 11 - Preparation of Terms of Reference for future development and Final Report.

A. Phase I

1. Task 1 - Institutional Assessment, Statement of Needs and Conceptual Design

2.2 The Consulting Firm must analyze the work processes, information flow and current planning capabilities of the Viceministerio de Transporte, Comunicaciones y Aeronáutica Civil (VMTCAC) and the National Highway Service (SNC). A conceptual design for an international level GIS-based Decision Support System to support multi-modal Mercosur-level transportation studies, focusing on the inter-oceanic corridors, and also a national level GIS-based information system to be used for transportation planning and project management will be developed. Priority uses of both GIS-based systems should be identified, and the spatial database model, applications design and system interface must be sketched. A report must be produced presenting the results of the Institutional Assessment, Statement of Needs and the Conceptual Design of the System (Intermediate Report) and including a refinement and scheduling of the tasks to be developed during Phase II.

2.3 This conceptual design must take into consideration the need for the following:

a. Three spatial databases, to be developed at three levels of detail:

(i) A Mercosur-level GIS-based multi-modal transportation database (at a minimum scale of 1:1.000.000), to support the study of inter-oceanic transportation alternatives. For this project countries to be included are the Mercosur countries (Argentina, Brazil, Paraguay and Uruguay), the two associates (Bolivia and Chile) and Peru;

(ii) A national-level spatial database (at a minimum scale of 1:250.000) to be used for infrastructure and highway management, and;

(iii) A regional-level spatial database (at a minimum scale of 1:100.000), of the Arica - Tambo Quemado - Santa Cruz - Puerto Suárez/San Matías corridor, to support regional transportation studies, including a detailed highway inventory of the national highway network that is part of this region.

b. Development of a GIS-based information system to be used for project planning and infrastructure management that can be accessed by the various levels of decision-makers of the VMTCAC and also the SNC, and which makes available all types of data, spatial and non-spatial, and supporting applications in a client/server architecture, with the possibility of migrating to an Intranet/Internet solution. The system solution must be one in which the various users at the various levels within the VMTCAC and the SNC will be able to have access to the most current data available. During Phase I the profile of the various users should be defined, including individual needs and access privileges;

c. The proposal should also contemplate the needs of different levels of users. For the non-intensive user the conceptual solution of designing a custom made GIS application to access the spatial data building upon available development tools, such as ESRI’s MapObjects ® or Intergraph’s GeoMedia ® application programming interface, should be considered.

d. Creation and/or integration of applications and development of automated solutions for highway planning and management including:

(i) Highway inventory system - data input and data display (spatial and non-spatial);

(ii) Infrastructure and project information with descriptive data - provide capability to prepare cartographic outputs to support project planning and management;

(iii) Economic assessment of projects, including integration with HDM-III and design so as to facilitate possible integration with HDM-IV, and other pavement evaluation systems;

(iv) Integration with existing applications such as SAM (Sistema de Administración del Mantenimiento) and SAE (Sistema de Administración de Equipo);

(v) Project management - development of a system that enables data input by a distributed group of project managers and data display including access to engineering drawings and photographs of the various projects developed, under construction or proposed (must include all the projects that are the responsibility of the VMTCAC and the SNC);

(vi) Network analysis and site analysis capabilities;

(vii) Market, social and environmental assessments of projects. Specifically for the corridor Arica - Tambo Quemado - Santa Cruz - Puerto Suárez/San Matías, a prototype will be developed for analyzing environmental impacts of proposed transportation projects, and;

(viii) 3D Visualization Capabilities.

e. Development of a GIS-based Decision Support System to be used for supporting Mercosur wide inter-oceanic corridor studies. This system must provide analytical decision tools for supporting transportation alternative studies, providing optimal multi-modal transportation solutions for exporting products from the Mercosur and neighboring countries (Argentina, Uruguay, Paraguay, Chile, Bolivia, Brazil and Peru) together with other decision models needed for analyzing the socio-economic and environmental impacts caused by the increase in traffic flow and improved accessibility. Data obtained during the development of the two studies, ‘Transport Alternatives for products from Central West Brazil and Bolivia destined for the Pacific Basin market’ and ‘the Highway Transportation Master Plan for Bolivia’ will be provided.

2.4 The Consulting Firm must also take into consideration VMTCAC and SNC’s present and planned GIS and system capabilities (hardware, software and network configurations).

2. Task 2 - Survey of GIS users and providers in Bolivia and available data in Government and Non-Government Institutions

2.5 As part of the needs analysis and in order to further understand current GIS capabilities in the country, a survey must be performed visiting relevant and related public and private institutions to determine the extent of GIS development in the country, the available data sets (maps and alphanumeric), the availability of human resources, and current technologies used. A similar inventory was completed in June, 1996 (SNT-BID, 1996).

2.6 The results of this survey are to be included in an ‘Inventory Report’.

3. Task 3 - Introductory GIS seminars and promotion and development of user groups

2.7 At least two introductory one-day seminars should be planned for phase I: one national and one regional. These seminars will help promote a common understanding of the benefits and advantages of GIS and its use for transportation planning and infrastructure management, providing a forum for receiving comments and feedback, and an opportunity to discuss related topics. The seminars will also be utilized to foster the formation of GIS user groups for continuing communications among the interested users and providers; as well as promoting the interchange of relevant information. All seminars are to be conducted in Spanish.

B. Phase II

1. Task 4 - Design of the Integrated Database Model, the Applications (including the GIS-based Decision Support System) and the System

2.8 With the Bank’s approval (in consultation with VMTCAC and SNC) of the Intermediate Report the Consulting Firm must build upon the Conceptual Design, detailing the data model, the functionality of the applications to be developed, the technical specifications of the GIS-based Decision Support System, and propose and justify which software and hardware should be acquired. These topics should be included in the ‘Systems Design, Spatial Database Model and Applications Design Report’.

2.9 The hardware/software design specifications should take into consideration the need for an integrated computer network linking the various users of the VMTCAC and SNC and building upon the existing system configuration.

2. Task 5 - Software and Hardware Installation

2.10 At least three workstations and applicable GIS software must be installed immediately after the Bank has approved the above report ; one at the VMTCAC, a second at SNC central office and the third at the regional office in Santa Cruz. These computers are to be networked into the existing LAN. During installation specific GIS training must be provided, thus giving future users the opportunity to start acquiring expertise on the GIS software before the delivery of the final product.

3. Task 6 - Spatial Data Compilation

2.11 Based on the spatial data model and applications design completed in the previous phase, existing datasets (spatial data and alphanumeric) must be incorporated or converted to digital format.

2.12 At the Mercosur level, spatial data must be compiled using 1:1,000,000 or larger maps (if existing national digital spatial databases at a larger scale than 1:1,000,000 are identified then they must be incorporated; consideration for spatial data quality must be taken into account in the choice of which spatial data to incorporate). This Mercosur level spatial database must be based on the one to be developed as part of the GIS project for Chile and that will be made available to the GIS projects for Bolivia and Argentina, which will complement and update them as needed.

2.13 The Mercosur level spatial database must include data for Mercosur and neighboring countries and will have at least the following layers of information:

a. Administrative boundaries (down to the municipal level), attributed to be able to link to existing census data, including in the database available and recent census data and also statistical data regarding agricultural and industrial production;

b. Transportation networks (including all transportation modes), attributed with type of network, length (known length) and other characteristics. Details of the network and attribution must be compatible with the foreseen uses of the dataset, as defined as needed during Phase I;

c. Conservation areas and indigenous lands, with supporting attribution to be able to characterize each area. Indigenous lands to be included are not only the legally demarcated areas but also the "de facto", occupied lands;

d. Existing infrastructure (energy production and distribution, communication, highways, airports and ports), with supporting attribution to be able to characterize each infrastructure;

e. Hydrography, with name attribution and conditions for navigation (also, all identifiable bodies of water with an area larger than 25 km2 should be included);

f. Urban centers, attributed to be able to link to existing census data, and;

g. Corridor passes with name attribution and basic technical characteristics of the pass.

2.14 At the national level spatial data must be compiled using 1:250,000 or larger maps (if existing and available national digital spatial databases at a larger scale than 1:250,000 are identified then these must be incorporated; consideration for spatial data quality must be taken into account in the choice of which spatial data to incorporate). This spatial database must have at least the following layers of information:

a. Administrative boundaries (detail down to the municipal "secciones de provincia" level). All spatial objects must be attributed to enable linking to existing census data;

b. Transportation networks (including all transportation modes that fall within the jurisdiction of the VMTCAC and the SNC). Details of network and attribution must be compatible with the foreseen uses of the dataset.

c. Existing infrastructure (energy production and distribution, communication, highways, airports and ports), with supporting attribution to be able to characterize each infrastructure;

d. Urban centers, attributed to be able to link to existing census data;

e. Corridor passes with name attribution and basic technical characteristics of the pass, and;

f. Projects - location of all present and planned projects of the VMTCAC linked to a project database, which also should be developed and populated by the consulting firm, with data to be provided by the VMTCAC and SNC.

2.15 At the regional level (the Bolivian portion of the buffered inter-oceanic corridor Arica - Tambo Quemado - Santa Cruz - Puerto Suárez/San Matías), spatial data will be compiled using 1:100,000 or larger maps, and must include a buffered area of 100 km to each side of the corridor. At the regional level at least the following layers are to be included:

a. Administrative boundaries (down to the municipal ‘secciones de provincia’ level), attributed to be able to link to existing census data;

b. Transportation networks (including all transportation modes), attributed with type of network, length (known length) and other characteristics. For the transportation networks that are part of urban areas the spatial data should be compiled from existing 1:50,000 (or larger) sources;

c. Conservation areas and indigenous lands, with supporting attribution to be able to characterize each area. Indigenous lands to be included are not only the legally demarcated areas but also the "de facto", occupied lands;

d. Existing infrastructure (energy production and distribution, communication, highways, airports and ports), with supporting attribution to be able to characterize each infrastructure;

e. Hydrography, with name attribution and conditions for navigation;

f. Urban centers and extent, attributed to be able to link to existing census data, and;

g. Corridor passes with name attribution and basic technical characteristics of the pass, including traffic data to be provided by VMTCAC;

h. Geology, compiled from existing data which for parts of the area may be at a scale smaller than 1:100,000.

i. The current layers that are part of the PLUS system of the Departamento de Santa Cruz which will be made available to the Consulting Firm as Arc/Info export coverages.

2.16 A GPS-based highway inventory should be carried out of all the national roads (Red Fundamental Nacional) that are within the regional area. At a minimum the following attribute data should be attached to the collected GPS points: highways, urban areas, major landscape features, bridges, military posts, toll plazas, health establishments and gas stations.

2.17 For this level satellite imagery must be acquired (compatible with the scale of the regional level database) for the extent of the inter-oceanic from Puerto Suárez/San Matías to Arica; satellite imagery will also have to be acquired for the Chilean portion of the inter-oceanic corridor. For estimating purposes the proponent must consider an area with a 100 km buffer zone to each side of all routes that are part of the corridor.

2.18 The layers of the spatial database described in paragraph 2.15 must be updated with the information that can be easily interpreted from the satellite imagery, in the area that falls within the areal extent of acquired imagery.

2.19 All existing and/or acquired satellite imagery must be geo-referenced individually and included into the spatial database as additional layers.

2.20 For the inter-oceanic corridor (Arica - Tambo Quemado - Santa Cruz - Puerto Suárez/San Matías) a digital elevation model (DEM) will be developed from existing 1:250,000 altimetric data or other compatible sources. The DEM shall be included as a layer in the regional spatial database and shall also be made available to the GIS project for Chile. The areal extent of the DEM should also take into consideration a buffered zone of 100 km to each side of all routes that form the corridor.

4. Task 7 - Application Development and Development of Automated Solutions

2.21 All modeling applications and automated solutions identified during Task 4 shall be developed and incorporated into the system.

5. Task 8 - GPS-based System

2.22 A prototype of a GPS-based system for gathering geo-referenced data to be used for transportation planning, pavement management and highway safety must be developed and provided. This prototype system is to be used to gather specific geo-referenced attribute data that can be downloaded straight into the GIS system. The data to be gathered using this GPS system must be compatible with the spatial data being consolidated at the regional level database. Training shall be provided on the use of this prototype system.

2.23 During this training a demonstration must be given on the possible uses of a GPS-based tracking system for monitoring the flow of trucks carrying hazardous materials through the passes with emphasis on control of traffic through environmentally sensitive areas. This specific demonstration is not to be included as part of the deliverables and should be viewed only as an example to be provided during training on the use of GPS in transportation management.

6. Task 9 - Development of the GIS-based Decision Support System (GDSS) and Prototyping and System Integration

2.24 Together with the compilation of all spatial data and development of the applications, the GIS-based Decision Support System shall also be developed in this phase.

2.25 With the completion of all the project components (spatial database, applications and GDSS), testing shall be carried out and subsequently the system shall be installed at both sites. The system to be developed must also provide the means to establish access rights and privileges to the different user types.

7. Task 10 - GIS Implementation Seminars, Training and Workshops

2.26 Following the implementation of the system, additional one-day seminars will be given introducing the planning and management capabilities provided by such a system to the same audience (at least one national seminar and one regional). Workshops must also be given at both sites where the system will be installed, aiming at providing technical training to those that will be using the system and to those that will be managing the system. Personnel from other pertinent Government agencies will be invited to attend these training workshops. For training, all needed User Manuals must be completed for distribution. Also, the Data Dictionary and the Metadata must be completed and distributed prior to training. All seminars, workshops and training will be conducted in Spanish.

8. Task 11 - Preparation of Terms of Reference for future development

2.27 Terms of Reference will be developed to allow for identification of further enhancements to the system, and the components that should be developed into future institutional strengthening projects.

2.28 A Draft Final Report and subsequent Final Report must be prepared summarizing the previous reports together with an analysis and feedback from the implementation seminars and workshops, and recommendations for future activities.

 

III. Products and Services

 

3.1 The following products and services described in this section are part of the deliverables. All of the reports shall be presented to VMTCAC and SNC and to the Bank for review in a total of 7 copies in both hard copy and digital format. For the permanent reports (the Inventory Report and the Final Report) an additional 25 copies will be presented after acceptance or approval by the Bank and the VMTCAC.

A. Reports

a. Inception Report (15 days after contract signing) - The Inception Report will present the Consultant’s Work Plan and Personnel Allocation Plan for the project, with any modifications agreed to during negotiations. This report should also indicate any special circumstances that might affect the timing or the successful development of the work.

b. Inventory Report (Task 2) - Inventory of GIS users and providers and available data in Government and Non-Government Institutions, including a discussion of what was learned from the Seminars and the development of User Groups.

c. Intermediate Report (Phase I) - Institutional Assessment, Statement of Needs and Conceptual Design, including an initial discussion of the spatial database model, the applications and automated solutions design, and the GIS-based Decision Support System design.

d. Systems Design, Spatial Database Model and Applications Design Report (Task 4) - This report will include the systems design of the integrated computer network, with a justification of the hardware and software to be installed, a detailed description of the spatial database model, the GIS-based Decision Support System and the design of the various proposed applications. Estimated operating costs and personnel requirements to run the future system will also be included, identifying all maintenance and operation needs and any risks to the sustainability of the system in the long run. Also, to be included in this report are the outlines of the Data Dictionary and Metadata information to be developed for the digital data produced.

e. Draft Final Report (Task 11) - A Draft Final Report will be prepared summarizing the three previous reports together with an analysis and feedback from the implementation seminars and workshops, together with recommendations for future activities.

f. Final Report (Task 11) - The Final version of the Report will be presented after review and comments from the VMTCAC, the SNC and the Bank of the draft version and will include all of the spatial data and additional printed and digital copies of reports. (See also paragraph 3.4).

g. Monthly Progress Reports - During the first ten (10) calendar days of each month the Consulting Firm should deliver a brief report covering the activities of the prior month, which should specify the personnel allocated, advances in the period by category of the work detail schedule and present graphic presentations of the progress in the project and the projections for completion..

B. Databases (Task 6)

h. Mercosur Level Spatial Database - The Mercosur level spatial database consolidated (at a minimum scale of 1:1.000.000) for Mercosur and neighboring countries (Brazil, Chile, Argentina, Paraguay, Uruguay, Bolivia and Peru).

i. National Level Spatial Database - The national level spatial database developed at the 1:250,000, or larger, scale.

j. Regional Level Spatial Database - The regional level spatial database developed for the inter-oceanic corridor at the 1:100,000, or larger, scale.

k. Satellite Imagery - all satellite imagery products acquired during the development of the project. All the imagery will have to be geo-referenced to the same projection and coordinate system used for the vector data so that all the themes can be overlaid.

l. Digital Elevation Model - for the inter-oceanic corridor.

C. Spatial Applications and User Interface

m. GIS-based Transportation Planning and Management Models (Task 7) - all computerized applications and automated solutions for transportation planning and project management developed, including the User Manuals.

n. GIS-based Decision Support System (Task 9) - the executables and files that install the GIS-based Decision Support System, including the User Manuals.

D. Hardware and Software

o. GPS hardware (1) and prototype application (Task 8) - 01 GPS set and prototype application.

p. Computer Hardware and Software - (Task 5) at least 3 NT Workstations are to be installed together with specified operating and GIS software. VMTCAC and SNC should have ownership of all software and hardware, to the extent permitted by the vendors, and also be provided with at least one year of maintenance and customer support, for both the hardware and software.

E. Training and Other Materials

q. Training Materials (Tasks 3, 5 and 10) - all training materials utilized for the various seminars and workshops should be delivered in both the original format and in HTML format (a set of training materials should be provided to each trainee and 7 sets of training material in both hard copy and digital format should be provided to the VMTCAC, the SNC and to the Bank).

r. Data Dictionary and Metadata (Task 10) - a Data Dictionary must be developed with the listing of all the data written to the CD-ROM (as indicated below) and with Metadata information for the digital data produced by the consultant (7 sets of Data Dictionary and Metadata in both hard copy and digital format).

s. Terms of Reference (Task 11) - all terms of references should be provided in both digital and hard copy formats (7 copies of each).

F. Ownership

3.2 All reports and relevant data such as maps, images, diagrams, plans, statistics and supporting data acquired, compiled or prepared in the course of the services shall be confidential and shall be the absolute property of the Bank and the VMTCAC and SNC. Also, the Bank and the VMTCAC and the SNC, to the extent permitted by the vendor, will own the copyright to any spatial data, including remote sensing imagery, created or acquired for use in the Project, including the right to reproduce, distribute, disseminate and publish.

3.3 The Bank and the VMTCAC and the SNC will also own the copyright of programs written to implement all applications (including the GIS-based Decision Support System) except for existing previous applications already developed by the Consulting Firm and if specifically stated in the technical proposal, in which case the VMTCAC and SNC’s rights will be limited to using such applications for their needs and the Bank’s rights will be limited to using the application in similar GIS projects.

3.4 All spatial data and the Inventory and Final Reports will be delivered in digital format, written to CD-ROM, to the Bank and to the VMTCAC and the SNC, in the spatial data structure it was created in, as well as in an industry-standard export format (a total of 25 copies shall be made available after approval of the draft version). All data included in the CD-ROM must have associated metadata information. The Consulting Firm shall deliver all these materials to the Bank and to the VMTCAC and the SNC upon completion of the services, together with the Final Report.

3.5 The Consulting Firm may retain a copy of such materials but may not use the same for purposes unrelated to this contract without prior written permission from the Bank.

 

IV. Qualifications of Consulting Firm and Considerations for the Technical Proposal

 

4.1 Given the nature of the work the Consulting Firm must have extensive expertise and familiarity in the development of GIS solutions for Regional Transportation Planning and Infrastructure Management and the current status of GIS technology. The utilization of integrated teams drawing from local and international expertise is expected. The consultants will allocate the personnel necessary for the successful completion of the project in accordance with the methodology, work program and staff allocation, which will form part of the proposal and as such it is the exclusive responsibility of the Consulting Firm to determine the specialties and timing of the professionals to be used. The following table may be considered to be a minimum composition of an acceptable project team and presents an estimate of professional involvement. This estimate is made for orientation purposes only. Estimate of consulting team involvement totals 41 consultant/months.

Professional Expertise

Estimated Time (months)

Project Director

3

Transportation Planner

4

GIS-T Analyst

7

GIS/Systems Programmer

4

GIS/Remote Sensing Specialist

6

RDBMS Analyst/Programmer

3

Systems Analyst

2

GIS Database Technician

12

4.2 The Project Director should have no less than 10 years international experience in managing projects of similar content and complexity. The Director should have had demonstrable experience in the development and implementation of GIS-based solutions for Highway Planning and Infrastructure Management and working ability to communicate in Spanish. The post of Director may be combined with one of the other senior positions listed, provided sufficient additional technical support is given for that second position to ensure that the project management does not suffer from combination of tasks.

4.3 The transportation planner should have at least 10 years experience and the other listed senior professionals (excluding GIS Database Technicians) should have at least 5 years of relevant experience. Those professionals that will be working in Bolivia should be able to communicate adequately in Spanish.

4.4 In the Proposal the Consulting Firm should give special attention to the following items:

a. Seminars and User Groups - provide descriptions of the format of the seminars and the techniques to be used to guide the discussions.

b. Digital data - indicate which data sources shall be used in the context of the availability of digital data (spatial and non-spatial) and discuss the methodology for developing each spatial database (specifying hardware, software and procedures to be used).

c. Map projection and referencing system - provide an understanding of the issues of having different sources of spatial data utilizing different map projections and different referencing systems, proposing which map projection and referencing system will be used for each level of data.

d. Digital Elevation Model - elaborate on the different technical options for producing a DEM and the technical reasons that support the choice being put forward; include also a detailed description of the methodology to be used. The DEM produced shall be provided to the GIS project in Chile.

e. GIS software - describe which GIS software is the software of choice, to be provided on each computer, together with supporting arguments, having in mind that the information gathered during Phase I might indicate the need for a specific GIS software, different from the one contemplated in the project proposal. Also, indicate which computer hardware would be provided and which operating system.

f. Satellite Imagery - discussion of existing satellite imagery, indicating the choice made together with supporting arguments. Satellite imagery must be recent (captured within the past 5 years) and with minimum cloud coverage. Satellite imagery, in digital format only, shall be provided by the Consulting Firm for this Bolivian project and also for the Chilean project.

g. GPS-based system for gathering geo-referenced data - discussion of the prototype system to be provided.

h. Integration of GIS with existing Transportation applications - discuss conceptual issues of integrating a GIS and Transportation models, drawing from recent case studies in which the proponent has been involved.

i. GIS-based Decision Support System - indicate design considerations for the GDSS, including a description of the decision models to be incorporated such as analytical decision tools for finding optimal multi-modal transportation solutions for exporting products and for analyzing the socio-economic and environmental impacts caused by the increase in traffic flow and improved accessibility. Include in this discussion considerations for the necessary data to run the models. The conceptual design must take into consideration the need for a system that can be built upon, by including additional models and/or additional data.

j. Quality Assurance and Quality Control - describe issues of quality of the spatial data being compiled and of the applications being developed and describe how QA/QC will be incorporated into the project. As part of the discussion of quality control of the spatial data indicate any metadata and cartographic standards that shall be followed.

k. Training - indicate the format and content of the training to be provided. At a minimum the following training must be considered:

(i) GPS System (paragraph 2.22) - a 4-hour training session to 2 groups of 6 users, at both sites where the system will be installed.

(ii) Introduction to GIS (paragraph 2.10) - a 2-day course to be provided to 10 users with a maximum of two persons on each computer, at both sites where the system will be installed.

(iii) Introduction to the GIS-based Information System and the GIS-based Decision Support System (paragraph 2.25) - a 1-day course to be provided to 15 users with a maximum of three persons on each computer, at both sites where the system will be installed.

(iv) System Administration Training (paragraph 2.25) - Training of the System Managers, 1-day training at each site to a group of up to 3 persons who will be responsible for the maintenance and upkeep of the system.

l. User Manuals and Help Capabilities for the applications developed and for the system- provide a description of the format of the User Manuals and also the Help capabilities to be included in the system.

m. Schedule of Deliverables - provide a schedule of deliverables. In the development of this schedule the proponent must consider the Bank’s need to have 30 days to analyze and approve the Intermediate Report and the Draft Final Report. The review of the Systems Design, Spatial Database Model and Applications Design Report will be done concurrently with the development of the subsequent tasks.

n. Schedule of Personnel Allocation - provide a schedule of personnel allocation, indicating extent of involvement and location. The proponent should provide a field manager based in Bolivia to be available for scheduled meetings with VMTCAC and SNC.

o. Spanish - All reports, user manuals, and all other materials shall be produced in Spanish (the consultant may provide additional versions or copies in English).

p. Budget - The proponent must provide a budget broken-down by tasks. The satellite imagery should be budgeted as a separate budget item: a total estimate of the number of scenes to be acquired should be provided together with a unitary price. The acquisition and installation of hardware and software must also be budgeted separately broken down into unitary prices (separately for hardware, software and installation).

V. Duration of Project

 

5.1 The work should be conducted in a period of no longer than 12 months. The Draft Final Report should be delivered 10 months after the contract signing date, with the final 2 months needed for its review and for the delivery of the Final Report, which must include all spatial data.

 

VI. Reporting Relationships

 

6.1 The local counterpart of the project is composed of the Viceministerio de Transporte, Comunicaciones y Aeronáutica Civil (VMTCAC), the National Highway Service (SNC) and the Departmental Highway Service of the Santa Cruz Department. The VMTCAC will coordinate the Project for the Bolivian government.

6.2 The supervision of the study by the Bank will be the responsibility of the Finance and Basic Infrastructure Division 1 (RE1/FI1) in coordination with the Country Office in Bolivia.