Request for Proposal, Zambia Field Data Collectors at Bridges to Prosperity (B2P)
I) BACKGROUND
Bridges to Prosperity (B2P) is a non-profit organization focused on ending isolation-caused poverty through the support and implementation of rural transport infrastructure. While B2P is an implementer in many countries, we also strive to catalyze and enable the sector. In addition, B2P is working to develop digital tools to remotely assess barriers to services in rural communities to locate where rural trailbridges are needed.
This project aims to create the tools and aggregate the information most critical for government partners in Zambia to understand the scope of need, an estimated cost, a possible implementation plan, and the potential impact of a national rural trailbridge program. We will use satellite imagery and machine learning to develop a method to produce an estimate of the number and approximate locations of trailbridges needed by rural communities in Zambia. We aim to create a report that details the estimated number of trailbridges required in Zambia, including estimated geographic distribution, potential impact, and anticipated cost.
II) OBJECTIVE
The objective of the field data collection team is to validate potential trailbridge sites according to Bridges to Prosperity standard procedures. Some sites will be identified by Bridges to Prosperity’s remote site identification tool, other sites will be identified by the field data collectors communicating with local government authorities in the same area as the ground-truthing.
SCOPE OF WORK
Ground Truth Remotely Identified Sites
The consultant is expected to have experience with collecting field data through mobile applications (smartphones and tablets) as well as an understanding of how to navigate government communication channels in order to inform the necessary parties of the needs assessment in order to identify potential bridge sites, as well as obtain necessary permissions and approval to conduct the field assessments. The level of field work will require multiple enumerators in the field simultaneously, and the responding firm or consultant should have the capacity to immediately deploy or hire qualified personnel (3-4) to work in the field.
Key tasks of the assessment include but are not limited to:
III) SUMMARY OF TASKS AND DELIVERABLES
Objective
Activities
Outputs
Phase One: Local Government Engagement and Trailbridge Site Identification
Acquire permission for conducting the needs assessment
Identify potential trailbridge sites
Vett requested sites
Phase Two: Conduct Trailbridge Needs Assessments and Groundtruth Remotely Identified Sites
Conduct project assessments at many river crossings
Using tablets and software provided by B2P assessors will:
Ground-truth remotely identified sites
Learn more about Bridges to Prosperity (B2P)
Bridges to Prosperity (B2P) jobs in Zambia
IV) METHODOLOGY
After consulting with B2P to identify the districts most likely to have the highest need for trailbridges the consultant will identify and engage with the appropriate officials at the district level in order to inform them of B2P’s cable bridge technology and request permission and support to conduct a trailbridge needs assessment. The consultant will then engage with local leaders to collect trailbridge requests. These requests will be recorded in a spreadsheet along with additional information to guide assessors on which requests should be visited, if possible assessors will also request GPS coordinates be provided with requests.
As trailbridge requests are being submitted to assessors, the assessors will call the local contact associated with the request in order to vet sites and avoid visiting certain sites, for example a request for a vehicular bridge.
After trailbridge requests have been vetted, assessor will visit sites and conduct a project assessment using tablets and software provided by B2P. Assessors will talk to community members in a focus group setting to collect information about the river and it’s impact on accessibility to key destinations such as schools, healthcare facilities, markets, etc. Assessors will take multiple photos of the river crossing as well as use a range finder (provided by B2P) to estimate the width of the river during flooding. B2P will provide training to the assessment team on how to use the tools provided.
In addition to assessing requested sites, assessors will ground-truth results from B2P’s machine learning model which is being developed to identify river crossings remotely using satellite imagery. Assessors will navigate to provided coordinates and see if there is a barrier and pedestrian traffic near the given coordinates. If the site is valid, assessors will conduct a project assessment at the site.
V) TIME FRAME
The assessment is expected to be completed within 120 days. B2P would like to start the project as early as Sept 1, 2022. The number of sites visited will depend largely on the number of sites identified by the remote model and local government authorities, as well as the geographic distribution of identified sites.
VI) ROLES AND RESPONSIBILITIES
B2P will be responsible for the provision of the following:
The consultant will be responsible for the following:
VII) DATA DISCLOSURE
Primary data collected through this consultancy is owned by B2P and should not be used for other purposes by the consultant.
VIII) APPLICATION PROCEDURE
Prerequisites
Proposal Requirements
Qualified consultants or consultancy firms interested in the assignment are expected to submit the following documentation:
Submission of proposals
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