The document outlines the main steps involved in developing and implementing an agricultural census, including: 1) planning and preparation; 2) methodology development; 3) field work organization and training; 4) data collection, processing, and dissemination. Specifically, it discusses identifying objectives, developing questionnaires and manuals, testing methodology, organizing staff and field work, conducting the enumeration, and processing and analyzing the collected data. The goal is to provide a comprehensive overview of best practices for conducting a successful agricultural census.
Participatory mapping is the solicitation and incorporation of geospatially focused local knowledge in bottom-up decision-making processes. It provides a wide decision-making base, taking into consideration the collaborative collection and validation of data while building ownership in the generated data. Participatory mapping can be used as a powerful tool to strengthen public participation in governance and social change in agribusiness communities
This document discusses two types of spatial data used in GIS - vector data and raster data. Vector data represents geographic features as points, lines, and polygons using vertices with x, y, and z coordinates. It allows for accurate representation of shapes and storing of attribute data but requires more processing and storage. Raster data represents geographic information through a grid of cells (pixels), with each cell storing attribute values like elevation or temperature. It is better for continuously changing data but cannot represent linear features well and has increased storage needs at higher resolutions. Both data types have advantages and disadvantages depending on the use case.
This document discusses participatory extension approaches (PEA) as an alternative to the traditional transfer of technology (ToT) model for rural extension. It outlines some key characteristics of PEA, including integrating community mobilization, promoting farmer experimentation and capacity building, and facilitating equitable participation. PEA emphasizes joint learning among farmers, researchers, and extension agents and positioning farmers as decision-makers in the innovation process rather than passive recipients of externally-developed technologies. The role of extension agents shifts from teacher to facilitator of farmer-led analysis, planning, implementation and reflection.
This document provides an overview of key concepts in GIS including shapefiles, grids, rasters, vectors, DEM, TIN, coordinate systems, and common file formats. It discusses the differences between raster and vector data, and explains that shapefiles are commonly used to store vector data while grids are used for raster data. DEM and TIN are introduced as methods for representing elevation data. The document also covers projected and unprojected coordinate systems and provides examples of coordinate systems. Common file formats for both raster and vector data are listed.
This document provides an overview of land information systems (LIS) with a focus on India. It discusses the components and purpose of LIS, provides historical background on land administration systems in Western countries and India, and reviews examples of LIS implementation internationally and within states in India. Key components of LIS discussed include spatial and non-spatial data, cadastral mapping, and land records. The benefits of LIS for land management are also summarized.
This document provides a short introduction to Geographic Information Systems (GIS). It discusses the purposes of GIS, including using GIS to understand phenomena that have both geographic and temporal dimensions. It also describes how GIS allows users to enter, analyze, and present georeferenced data. The document outlines how GIS represents real world features through models like maps and databases and discusses spatial databases specifically. It positions GIS as existing at the intersection of geography and information science and technology.
This document discusses social mapping, which helps understand community structures and key actors. Social mapping involves identifying various groups in the area such as geographical, livelihood, self-help, faith, and vulnerable groups. It also maps infrastructure like houses, mosques, schools, and roads. Social mapping is used to present local information, map social networks, and understand the local context. It helps identify groups and individuals to support activities and provide community information. Guidelines include developing an information checklist and finding knowledgeable local partners.
Also known as geospatial data or geographic information it is the data or information that identifies the geographic location of features and boundaries on Earth, such as natural or constructed features, oceans, and more. Spatial data is usually stored as coordinates and topology, and is data that can be mapped.
Participatory mapping is the solicitation and incorporation of geospatially focused local knowledge in bottom-up decision-making processes. It provides a wide decision-making base, taking into consideration the collaborative collection and validation of data while building ownership in the generated data. Participatory mapping can be used as a powerful tool to strengthen public participation in governance and social change in agribusiness communities
This document discusses two types of spatial data used in GIS - vector data and raster data. Vector data represents geographic features as points, lines, and polygons using vertices with x, y, and z coordinates. It allows for accurate representation of shapes and storing of attribute data but requires more processing and storage. Raster data represents geographic information through a grid of cells (pixels), with each cell storing attribute values like elevation or temperature. It is better for continuously changing data but cannot represent linear features well and has increased storage needs at higher resolutions. Both data types have advantages and disadvantages depending on the use case.
This document discusses participatory extension approaches (PEA) as an alternative to the traditional transfer of technology (ToT) model for rural extension. It outlines some key characteristics of PEA, including integrating community mobilization, promoting farmer experimentation and capacity building, and facilitating equitable participation. PEA emphasizes joint learning among farmers, researchers, and extension agents and positioning farmers as decision-makers in the innovation process rather than passive recipients of externally-developed technologies. The role of extension agents shifts from teacher to facilitator of farmer-led analysis, planning, implementation and reflection.
This document provides an overview of key concepts in GIS including shapefiles, grids, rasters, vectors, DEM, TIN, coordinate systems, and common file formats. It discusses the differences between raster and vector data, and explains that shapefiles are commonly used to store vector data while grids are used for raster data. DEM and TIN are introduced as methods for representing elevation data. The document also covers projected and unprojected coordinate systems and provides examples of coordinate systems. Common file formats for both raster and vector data are listed.
This document provides an overview of land information systems (LIS) with a focus on India. It discusses the components and purpose of LIS, provides historical background on land administration systems in Western countries and India, and reviews examples of LIS implementation internationally and within states in India. Key components of LIS discussed include spatial and non-spatial data, cadastral mapping, and land records. The benefits of LIS for land management are also summarized.
This document provides a short introduction to Geographic Information Systems (GIS). It discusses the purposes of GIS, including using GIS to understand phenomena that have both geographic and temporal dimensions. It also describes how GIS allows users to enter, analyze, and present georeferenced data. The document outlines how GIS represents real world features through models like maps and databases and discusses spatial databases specifically. It positions GIS as existing at the intersection of geography and information science and technology.
This document discusses social mapping, which helps understand community structures and key actors. Social mapping involves identifying various groups in the area such as geographical, livelihood, self-help, faith, and vulnerable groups. It also maps infrastructure like houses, mosques, schools, and roads. Social mapping is used to present local information, map social networks, and understand the local context. It helps identify groups and individuals to support activities and provide community information. Guidelines include developing an information checklist and finding knowledgeable local partners.
Also known as geospatial data or geographic information it is the data or information that identifies the geographic location of features and boundaries on Earth, such as natural or constructed features, oceans, and more. Spatial data is usually stored as coordinates and topology, and is data that can be mapped.
Management Information Systems (MIS) in Nepal (MoFALD) by EkendraEkendra Lamsal
Presentation regarding various MIS portfolios in use by the Ministry of Federal Affairs and Local Development (MoFALD) with focus on Vital Event Registration & Social Security (VERSS) MIS from Department of Civic Registration. Presented to PN Campus.
This document provides a monitoring and evaluation framework for the Economic Development Department of an unnamed city. It outlines the legislative and policy context for monitoring and evaluation in the local government. It describes the methodology used to develop the framework, which included a literature review, reviewing department documents, and consulting with staff. The framework is intended to establish common understanding of key monitoring and evaluation principles and provide the foundation for tracking the performance of the department and its projects in achieving their objectives. It outlines the planning, monitoring, evaluation, reporting, and feedback phases to put the framework into practice.
This document provides an introduction to monitoring and evaluation for interns. It defines monitoring as the routine collection and analysis of project data to provide information on progress, while evaluation assesses a project's achievements against its objectives and identifies lessons learned. Several tools for monitoring and evaluation are described, including Gantt charts, timelines, and logical frameworks. The presentation emphasizes that monitoring and evaluation are important project management processes that help ensure quality, allow for course corrections, and provide lessons for future projects.
Introduction to statistics and graphical representationAMNA BUTT
This document provides an introduction to statistics, including definitions and types. It discusses descriptive statistics, which deals with summarizing and describing numerical data through tables, graphs, and measures of center. Inferential statistics makes inferences about populations based on samples. The document also covers graphical representations in statistics, such as bar graphs, line graphs, pie charts, pictograms, and histograms, which visually display statistical data.
Achievements and challenges in Ethiopian agricultureILRI
Presented by Dr. Abera Deresa (State Minister, Ministry of Agriculture and Rural Development) at the 'Dialogue on Ethiopia’s Agricultural Development', 12 November 2015, Addis Ababa, Ethiopia.
Multi criteria decision making in spatial data analysisPreeti Tiwari
There are a number of multi-criteria methods
that can be utilized to facilitate individual or
group decision-making:
1. Analytic Hierarchy Process (AHP)
2. AHP Combined Method
3. Fuzzy AHP
4. Fuzzy AHP Combined
5. Fuzzy AHP Group
6. Group Evaluation Method
7. Weighted Sum Method (WSM)
8. Weighted Product Method (WPM)
This document discusses shortest path analysis and Dijkstra's algorithm. It defines shortest path analysis as finding the minimum cumulative path between nodes on a network. Dijkstra's algorithm is described as finding the shortest paths from a starting node to all other reachable nodes. An example application calculates the shortest path from node A to G on a sample graph. The document concludes that shortest path analysis can identify key walking routes and inform improvements to pedestrian infrastructure.
A geographic information system (GIS) is a system designed to capture, store, manipulate, analyze, manage, and present all types of geographical data. The acronym GIS is sometimes used for geographical information science or geospatial information studies to refer to the academic discipline or career of working with geographic information systems and is a large domain within the broader academic discipline of Geoinformatics. In the simplest terms, GIS is the merging of cartography, statistical analysis, and computer science technology.
GIS Training is geographical information system and it is mainly used for the storing, recovering, handle, display and examine the all the types of geographical data.
Participatory rural appraisal (pra) basic skills for need identificationLiris Thomas
Participatory rural appraisal (PRA) is an approach that aims to involve local communities in identifying and analyzing their needs and solutions. It addresses criticisms of top-down development by putting research in the hands of community members and having experts act as facilitators. The process involves collecting data as a whole community to gain a detailed understanding of the local context and have communities prioritize their own needs. Key aspects include encouraging the use of local knowledge, involving communities at all stages, and helping communities find their own solutions to problems. Data collection techniques are designed to be usable by people with low literacy levels and involve group-based learning and investigating issues from different perspectives.
The document discusses the steps and techniques involved in participatory rural appraisal (PRA). It outlines three key steps: rapport building, maintaining protocols, and data collection using tools and techniques. Rapport building is important for developing relationships and collecting reliable information from local communities. Protocols establish rules of conduct for the team. During data collection, techniques like semi-structured interviews, iteration, and probing are applied. Debriefing sessions allow the team to review findings. Understanding these steps, building rapport, and using the appropriate techniques are vital for effective information gathering through PRA.
This document discusses the use of geographical information systems (GIS) in public health. It provides background on GIS, including Dr. John Snow's use of maps to study the 1854 cholera outbreak in London. The document outlines key GIS concepts like geocoding, layers, and thematic mapping. It describes GIS functions such as data acquisition, storage, analysis, and presentation. Examples are given of how GIS can be used for tasks like calculating rates, measuring distances, and cluster analysis. Commonly used GIS software and advantages of GIS for public health are also summarized.
This document provides course material for the course "Applied GIS" with the course code GeES2083. It outlines the course content and schedule of activities over 3 weeks. The course covers topics such as GIS data processing using ArcToolbox and Model Builder, spatial analysis techniques including interpolation, buffering, and hydrology, geo-data management, route networking, point pattern analysis, and 3D analysis. Students will be continuously assessed through labs and a group project. A final exam will also be administered.
The document discusses various past and present agricultural extension programs in Punjab, Pakistan. It provides details on 12 past extension programs from the 1960s to 1990s, including the Village Cooperative Movement, Village AID Program, Rural Work Program, Input Farmer Doorstep Approach, People Works Program, Basic Democracies System, Training and Visit System. It also discusses current approaches like the Agricultural Hub Program and extension done by private sector companies. Finally, it provides details on two ongoing extension programs in Punjab - the National Program for Improvement of Watercourses and the National Program for Enhancing Rice Profitability.
This document discusses the use of ICTs to help farmers in Arunachal Pradesh, India. It describes a case study of farmer Balram Kumar who used the e-arik platform to access information on climate-smart agriculture practices and market prices. This helped him improve crop productivity and profits by changing cultivation practices based on monsoon patterns. The document then defines ICTs, explains their need in agriculture given issues like lack of education and market access for many farmers, and outlines various ICT initiatives by the government and private sector in India to help farmers. These initiatives utilize technologies like computers, internet, phones, and teleconferencing to provide services like expert advice, weather forecasts, pricing information and more. The
A Geographic Information System (GIS) integrates hardware, software and data to capture, store, analyze and display spatially-referenced information. GIS allows users to view, understand, question, interpret, and visualize data in many ways that reveal relationships, patterns, and trends. Key components of a GIS include hardware, software, data, methods, and personnel with GIS expertise. GIS differs from other graphics systems in its ability to geo-reference data, use relational databases to link spatial and non-spatial data, and overlay multiple data layers in a single map.
Application of Geo-informatics in Environmental ManagementMahaMadhu2
Geo-informatics is the science and the technology which develops and uses information science, infrastructure to address the problems of geography, geosciences and related branches of engineering. “The art, science or technology dealing with the acquisition, storage, processing, production, presentation & dissemination of geo-information“. Perhaps the most important concern for all of us today is protecting the environment we live and breathe in. Climate change issues are creating havoc with erratic weather patterns affecting everything from crop production to untimely melting of ice glaciers.
There is a lot to worry about and immediate action is definitely required. It’s not that the world has not geared up to take corrective actions, but we need to do more, and Geo-informatics can help us achieve that. Geo-informatics is a powerful platform which enables every sector to perform better and the environment is no exception! Coupled with a digital map, GIS allows a user to see locations, events, features, and environmental changes with unprecedented clarity, showing layer upon layer of information such as environmental trends, soil stability, pesticide use, migration corridors, hazardous waste generators, dust source points, lake remediation efforts, and at-risk water wells. Effective environmental practice considers the whole spectrum of the environment. ArcGIS® & other GIS technologies offers a wide variety of analytical tools to meet the needs of many people, helping them make better decisions about the environment. People in the environmental management community use GIS to organize existing information and communicate that information throughout their organizations. GIS can be used as a strategic tool to automate processes, transform environmental management operations by garnering new knowledge, and support decisions that make a profound difference on our environment.
The document discusses the application of remote sensing and geographical information systems (GIS) in civil engineering. It provides definitions of remote sensing as remotely sensing objects on Earth and GIS as a system to capture, store, analyze and present geographically referenced data. The document outlines some basic concepts of GIS including its origins from technologies like computer-aided cartography and databases. It also discusses data types in GIS like spatial data, attributes and different data models. Common software, functional elements and applications of GIS in areas like facilities management and environmental planning are summarized as well.
Social mapping is a participatory rural appraisal tool that involves creating a visual map of a community with local stakeholders. It shows the relative locations of households and social groups or organizations. This helps outsiders understand community structures and local perceptions. Key steps include deciding the area to map, drawing landmarks and facilities, locating households, and analyzing the results through guided discussions about community resources, institutions, land use, and demographics. The goal is to facilitate local analysis rather than create an exact map.
Participatory Rural Appraisal are more of Methods of Interacting with the people of villages, rural areas whose data and countings are rarely done, but need to be looked at, after all they contribute for the GDP. A branch of Extension Education, Each one should be Cared For and shouldn't be overlooked.
Main steps in developing and implementing the census of agricultureFAO
1. The document outlines the main steps in developing and implementing an agricultural census, as presented in a technical session.
2. It discusses 18 key steps, including identifying the census's role in the statistical system, determining objectives and strategy, developing methodology, creating a work plan and budget, establishing legislation, setting up a census office and staff, implementing publicity campaigns, ensuring data quality, preparing frames and maps, developing a tabulation plan, designing questionnaires, organizing fieldwork and training, conducting the census enumeration and post-enumeration survey, and processing, analyzing, and disseminating the data.
3. The 18 steps cover all phases of census preparation, fieldwork, and post-fieldwork processing and analysis.
Main steps in developing and implementing the census of agricultureFAO
The document outlines the main steps in developing and implementing an agricultural census. It discusses 18 key steps: 1) identifying the role of the census, 2) determining objectives and strategy, 3) defining methodology, 4) developing a work plan and budget, 5) preparing census legislation, 6) creating a census office and hiring staff, 7) implementing a publicity campaign, 8) designing a data quality framework, 9) preparing census frames and maps, 10) developing a tabulation plan, 11) designing and testing questionnaires, 12) designing a data processing system, 13) organizing field work and training staff, 14) conducting the census enumeration, 15) performing a post-enumeration survey, 16) processing, analyzing and archiving
Management Information Systems (MIS) in Nepal (MoFALD) by EkendraEkendra Lamsal
Presentation regarding various MIS portfolios in use by the Ministry of Federal Affairs and Local Development (MoFALD) with focus on Vital Event Registration & Social Security (VERSS) MIS from Department of Civic Registration. Presented to PN Campus.
This document provides a monitoring and evaluation framework for the Economic Development Department of an unnamed city. It outlines the legislative and policy context for monitoring and evaluation in the local government. It describes the methodology used to develop the framework, which included a literature review, reviewing department documents, and consulting with staff. The framework is intended to establish common understanding of key monitoring and evaluation principles and provide the foundation for tracking the performance of the department and its projects in achieving their objectives. It outlines the planning, monitoring, evaluation, reporting, and feedback phases to put the framework into practice.
This document provides an introduction to monitoring and evaluation for interns. It defines monitoring as the routine collection and analysis of project data to provide information on progress, while evaluation assesses a project's achievements against its objectives and identifies lessons learned. Several tools for monitoring and evaluation are described, including Gantt charts, timelines, and logical frameworks. The presentation emphasizes that monitoring and evaluation are important project management processes that help ensure quality, allow for course corrections, and provide lessons for future projects.
Introduction to statistics and graphical representationAMNA BUTT
This document provides an introduction to statistics, including definitions and types. It discusses descriptive statistics, which deals with summarizing and describing numerical data through tables, graphs, and measures of center. Inferential statistics makes inferences about populations based on samples. The document also covers graphical representations in statistics, such as bar graphs, line graphs, pie charts, pictograms, and histograms, which visually display statistical data.
Achievements and challenges in Ethiopian agricultureILRI
Presented by Dr. Abera Deresa (State Minister, Ministry of Agriculture and Rural Development) at the 'Dialogue on Ethiopia’s Agricultural Development', 12 November 2015, Addis Ababa, Ethiopia.
Multi criteria decision making in spatial data analysisPreeti Tiwari
There are a number of multi-criteria methods
that can be utilized to facilitate individual or
group decision-making:
1. Analytic Hierarchy Process (AHP)
2. AHP Combined Method
3. Fuzzy AHP
4. Fuzzy AHP Combined
5. Fuzzy AHP Group
6. Group Evaluation Method
7. Weighted Sum Method (WSM)
8. Weighted Product Method (WPM)
This document discusses shortest path analysis and Dijkstra's algorithm. It defines shortest path analysis as finding the minimum cumulative path between nodes on a network. Dijkstra's algorithm is described as finding the shortest paths from a starting node to all other reachable nodes. An example application calculates the shortest path from node A to G on a sample graph. The document concludes that shortest path analysis can identify key walking routes and inform improvements to pedestrian infrastructure.
A geographic information system (GIS) is a system designed to capture, store, manipulate, analyze, manage, and present all types of geographical data. The acronym GIS is sometimes used for geographical information science or geospatial information studies to refer to the academic discipline or career of working with geographic information systems and is a large domain within the broader academic discipline of Geoinformatics. In the simplest terms, GIS is the merging of cartography, statistical analysis, and computer science technology.
GIS Training is geographical information system and it is mainly used for the storing, recovering, handle, display and examine the all the types of geographical data.
Participatory rural appraisal (pra) basic skills for need identificationLiris Thomas
Participatory rural appraisal (PRA) is an approach that aims to involve local communities in identifying and analyzing their needs and solutions. It addresses criticisms of top-down development by putting research in the hands of community members and having experts act as facilitators. The process involves collecting data as a whole community to gain a detailed understanding of the local context and have communities prioritize their own needs. Key aspects include encouraging the use of local knowledge, involving communities at all stages, and helping communities find their own solutions to problems. Data collection techniques are designed to be usable by people with low literacy levels and involve group-based learning and investigating issues from different perspectives.
The document discusses the steps and techniques involved in participatory rural appraisal (PRA). It outlines three key steps: rapport building, maintaining protocols, and data collection using tools and techniques. Rapport building is important for developing relationships and collecting reliable information from local communities. Protocols establish rules of conduct for the team. During data collection, techniques like semi-structured interviews, iteration, and probing are applied. Debriefing sessions allow the team to review findings. Understanding these steps, building rapport, and using the appropriate techniques are vital for effective information gathering through PRA.
This document discusses the use of geographical information systems (GIS) in public health. It provides background on GIS, including Dr. John Snow's use of maps to study the 1854 cholera outbreak in London. The document outlines key GIS concepts like geocoding, layers, and thematic mapping. It describes GIS functions such as data acquisition, storage, analysis, and presentation. Examples are given of how GIS can be used for tasks like calculating rates, measuring distances, and cluster analysis. Commonly used GIS software and advantages of GIS for public health are also summarized.
This document provides course material for the course "Applied GIS" with the course code GeES2083. It outlines the course content and schedule of activities over 3 weeks. The course covers topics such as GIS data processing using ArcToolbox and Model Builder, spatial analysis techniques including interpolation, buffering, and hydrology, geo-data management, route networking, point pattern analysis, and 3D analysis. Students will be continuously assessed through labs and a group project. A final exam will also be administered.
The document discusses various past and present agricultural extension programs in Punjab, Pakistan. It provides details on 12 past extension programs from the 1960s to 1990s, including the Village Cooperative Movement, Village AID Program, Rural Work Program, Input Farmer Doorstep Approach, People Works Program, Basic Democracies System, Training and Visit System. It also discusses current approaches like the Agricultural Hub Program and extension done by private sector companies. Finally, it provides details on two ongoing extension programs in Punjab - the National Program for Improvement of Watercourses and the National Program for Enhancing Rice Profitability.
This document discusses the use of ICTs to help farmers in Arunachal Pradesh, India. It describes a case study of farmer Balram Kumar who used the e-arik platform to access information on climate-smart agriculture practices and market prices. This helped him improve crop productivity and profits by changing cultivation practices based on monsoon patterns. The document then defines ICTs, explains their need in agriculture given issues like lack of education and market access for many farmers, and outlines various ICT initiatives by the government and private sector in India to help farmers. These initiatives utilize technologies like computers, internet, phones, and teleconferencing to provide services like expert advice, weather forecasts, pricing information and more. The
A Geographic Information System (GIS) integrates hardware, software and data to capture, store, analyze and display spatially-referenced information. GIS allows users to view, understand, question, interpret, and visualize data in many ways that reveal relationships, patterns, and trends. Key components of a GIS include hardware, software, data, methods, and personnel with GIS expertise. GIS differs from other graphics systems in its ability to geo-reference data, use relational databases to link spatial and non-spatial data, and overlay multiple data layers in a single map.
Application of Geo-informatics in Environmental ManagementMahaMadhu2
Geo-informatics is the science and the technology which develops and uses information science, infrastructure to address the problems of geography, geosciences and related branches of engineering. “The art, science or technology dealing with the acquisition, storage, processing, production, presentation & dissemination of geo-information“. Perhaps the most important concern for all of us today is protecting the environment we live and breathe in. Climate change issues are creating havoc with erratic weather patterns affecting everything from crop production to untimely melting of ice glaciers.
There is a lot to worry about and immediate action is definitely required. It’s not that the world has not geared up to take corrective actions, but we need to do more, and Geo-informatics can help us achieve that. Geo-informatics is a powerful platform which enables every sector to perform better and the environment is no exception! Coupled with a digital map, GIS allows a user to see locations, events, features, and environmental changes with unprecedented clarity, showing layer upon layer of information such as environmental trends, soil stability, pesticide use, migration corridors, hazardous waste generators, dust source points, lake remediation efforts, and at-risk water wells. Effective environmental practice considers the whole spectrum of the environment. ArcGIS® & other GIS technologies offers a wide variety of analytical tools to meet the needs of many people, helping them make better decisions about the environment. People in the environmental management community use GIS to organize existing information and communicate that information throughout their organizations. GIS can be used as a strategic tool to automate processes, transform environmental management operations by garnering new knowledge, and support decisions that make a profound difference on our environment.
The document discusses the application of remote sensing and geographical information systems (GIS) in civil engineering. It provides definitions of remote sensing as remotely sensing objects on Earth and GIS as a system to capture, store, analyze and present geographically referenced data. The document outlines some basic concepts of GIS including its origins from technologies like computer-aided cartography and databases. It also discusses data types in GIS like spatial data, attributes and different data models. Common software, functional elements and applications of GIS in areas like facilities management and environmental planning are summarized as well.
Social mapping is a participatory rural appraisal tool that involves creating a visual map of a community with local stakeholders. It shows the relative locations of households and social groups or organizations. This helps outsiders understand community structures and local perceptions. Key steps include deciding the area to map, drawing landmarks and facilities, locating households, and analyzing the results through guided discussions about community resources, institutions, land use, and demographics. The goal is to facilitate local analysis rather than create an exact map.
Participatory Rural Appraisal are more of Methods of Interacting with the people of villages, rural areas whose data and countings are rarely done, but need to be looked at, after all they contribute for the GDP. A branch of Extension Education, Each one should be Cared For and shouldn't be overlooked.
Main steps in developing and implementing the census of agricultureFAO
1. The document outlines the main steps in developing and implementing an agricultural census, as presented in a technical session.
2. It discusses 18 key steps, including identifying the census's role in the statistical system, determining objectives and strategy, developing methodology, creating a work plan and budget, establishing legislation, setting up a census office and staff, implementing publicity campaigns, ensuring data quality, preparing frames and maps, developing a tabulation plan, designing questionnaires, organizing fieldwork and training, conducting the census enumeration and post-enumeration survey, and processing, analyzing, and disseminating the data.
3. The 18 steps cover all phases of census preparation, fieldwork, and post-fieldwork processing and analysis.
Main steps in developing and implementing the census of agricultureFAO
The document outlines the main steps in developing and implementing an agricultural census. It discusses 18 key steps: 1) identifying the role of the census, 2) determining objectives and strategy, 3) defining methodology, 4) developing a work plan and budget, 5) preparing census legislation, 6) creating a census office and hiring staff, 7) implementing a publicity campaign, 8) designing a data quality framework, 9) preparing census frames and maps, 10) developing a tabulation plan, 11) designing and testing questionnaires, 12) designing a data processing system, 13) organizing field work and training staff, 14) conducting the census enumeration, 15) performing a post-enumeration survey, 16) processing, analyzing and archiving
This document discusses establishing and strengthening monitoring and evaluation systems for national tuberculosis programs. It identifies the key elements of a comprehensive M&E system including management, goals and objectives, indicators, data collection, analysis and dissemination. It describes a 5 step process to develop an M&E system: 1) situation analysis, 2) develop an M&E plan, 3) establish an M&E unit, 4) implement the plan, and 5) establish quality control mechanisms. The document emphasizes linking the M&E system to program goals, collecting complete data, building human capacity, and using data for decision making.
The document provides details about establishing a monitoring and evaluation (M&E) system for a water resources development project in Bangladesh. It discusses conducting a readiness assessment, agreeing on objectives and outcomes, selecting indicators and targets, and planning monitoring, data collection, analysis, and reporting. Key steps include establishing the M&E purpose, conducting a baseline study, developing an evaluation framework, and ensuring the necessary conditions and capacities are in place to support effective M&E.
Legal and Institutional Framework: Technical Session 16aFAO
The document discusses legal and institutional frameworks for agricultural censuses. It covers census legislation within a country's national legal framework, including primary and secondary legislation. The main features of census legislation that are outlined include scope and coverage, responsibilities, frequency, administrative provisions, confidentiality, and sanctions. Ensuring political support is also discussed. The document describes common structures for census executing authorities and coordinating boards at national, provincial, and local levels to plan and implement agricultural censuses.
This document discusses different modalities for conducting an agricultural census, including the classical, modular, integrated census/survey, and use of registers approaches. It provides an overview of each modality, including descriptions of implementation steps, advantages, and limitations. Specifically, it describes the classical approach as a single one-off operation collecting all census items, the modular approach as having a core module conducted via complete enumeration and supplementary modules via sampling, and the integrated approach as combining censuses and surveys over multiple years. Country examples are also mentioned.
Methodological considerations for the census design : Technical Session 3FAO
The document discusses four main modalities for conducting an agricultural census: the classical approach, modular approach, integrated census/survey approach, and using administrative registers. It provides descriptions of each approach, including key implementation steps, advantages, and limitations. Specifically, it outlines the classical approach as a single one-off operation collecting all information, the modular approach separating core and supplementary modules, and the integrated approach combining censuses and surveys over multiple years.
The document outlines a framework for developing a culture of evidence-based policymaking through better statistics. It identifies major outcomes of increasing capacity to produce and use statistics, strengthening national statistical systems through strategic planning, and improving donor coordination. Specific three-year targets are proposed to measure progress in each area, such as the percentage of countries supplying development indicators, completing self-evaluations of statistical capacity, and appointing lead donors for statistics.
The document discusses legal and institutional frameworks for agricultural censuses, including how censuses are established through primary and secondary legislation, the importance of designating a census executing authority, and establishing coordinating boards like technical steering committees and provincial committees to support census implementation. Coordinating boards provide technical guidance and coordination between different levels of government and stakeholders to help ensure a successful census.
PEG M&E tool: a tool for monitoring and reviewing Progress, Effectiveness & G...Tariq A. Deen
The session will provide details on: the tool developed by the LEG for monitoring and evaluating progress, effectiveness and gaps (PEG M&E tool) and its application in the process to formulate and implement NAPs; and the best practices for developing monitoring and evaluation (M&E) systems for adaptation at the national level. It will also look at the experiences of countries in developing and applying M&E systems at their national levels.
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Agenda of the 5th NENA Soil Partnership meetingFAO
The Fifth meeting of the Near East and North African (NENA) Soil Partnership will take place from 1-2 April 2019 in Cairo, Egypt. The objectives of the meeting are to consolidate the NENA Soil Partnership, review the work plan, organize activities to establish National Soil Information Systems, agree to launch a Regional Soil Laboratory for NENA, and strengthen networking. The meeting agenda includes discussions on soil information systems, a soil laboratory network, and implementing the Voluntary Guidelines for Sustainable Soil Management. The performance of the NENA Soil Partnership will also be assessed and future strategies developed.
This document summarizes the proceedings of the first meeting of the Global Soil Laboratory Network (GLOSOLAN). GLOSOLAN was established to harmonize soil analysis methods and strengthen the performance of laboratories through standardized protocols. The meeting discussed the role of National Reference Laboratories in promoting harmonization, and how GLOSOLAN is structured with regional networks feeding into the global network. Progress made in 2018 included registering over 200 laboratories, assessing capacities and needs, and establishing regional networks. The work plan for 2019 includes further developing regional networks, standard methods, a best practice manual, and the first global proficiency testing. The document concludes by outlining next steps to launch the regional network for North Africa and the Near East.
Andreas Schleicher presents PISA 2022 Volume III - Creative Thinking - 18 Jun...EduSkills OECD
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Main steps in developing and implementing the census of agriculture
1. Regional Roundtable on
World Programme for the Census of Agriculture 2020
Port of Spain, Trinidad and Tobago
22-26 May 2017
Main steps in developing and implementing
the census of agriculture
Technical Session 3
1
Jairo Castano
Senior Statistician
Leader, Agricultural Census and Survey Team
FAO Statistics Division
2. • Planning and preparation of the agri-census
• Role of the census in the integrated system, strategy and objectives
• Methodology
• Work plan & budget
• Census legislation, census office & staff
• Publicity campaign
• Data quality framework
• Frames & mapping
• Tabulation plan
• Questionnaires (design, pre-test, pilot, fine-tuning) & manuals
• Data processing system
• Field work
• Organzation of field work, staff and training
• Census enumeration
• PES
• Processing, analysis, publication
• Data processing, tabulation, archiving
• Analysis, reports, dissemination
• Dara reconciliation 2
Contents
3. Steps in developing and
conducting the AC
3
1. Identify the role of
the AC in the system
of integrated
agricultural censuses
and surveys
2. Determine overall
strategy for and
objectives of the AC
3. Define the
methodology
4. Develop work plan
and budget for
developing and
carrying out the
census
5. Prepare census
legislation, if required
6. Create the
Agricultural Census
Office and recruit staff
7. Develop and
implement the census
publicity campaign
8. Design data quality
assurance framework
9. Prepare frames and
mapping
10. Develop the
tabulation plan
11. Design, pre-test,
pilot, fine-tune
questionnaires;
Prepare field
instruction manuals
12. Design/test the
computer processing
system, incl.data
entry, editing and
tabulation
13. Organize field
work (including
monitoring system);
recruit and train field
staff
14. Census
enumeration
15. Post enumeration
survey (PES)
16. Data processing,
tabulation and
archiving
17. Analysis and
prepare census
reports, disseminate
and publicize results
18. Reconcile current
statistics with census
data
Design &
planning
Field
work
Processin
g,
analysis,
4. 1. Identify the role of the AC as a component of the
system of integrated agricultural censuses and surveys
• The census of agriculture must not be carried out in
isolation but as a component of an integrated system of
agricultural censuses and surveys
• Development of the system of agricultural censuses and
surveys within the National Statistical System (NSS), in
line with the National Strategy for the Development of
Statistics (NSDS)
• A comprehensive multi-year census-survey programme
ensures efficient use of available resources, standard
definitions/classifications and avoids duplication of data
collection or releasing conflicting statistics.
4
5. 2A. Define the specific objectives of the AC
Specific objectives - to provide key data (mainly on
the structure of agriculture):
• At the national level and for small administrative
units/geographic areas; and at community level if
needed.
• as benchmarks for and reconciliation of current
agricultural statistics
• To provide frames for agricultural sampling surveys and
data needed for registers of agricultural holders
• To collect some additional data on non-agricultural
production households (in a widened AC).
5
6. 2B. Define the overall strategy to implement the AC
• Relationship to other censuses: linked to or jointly with pop or
economic censuses
• Census scope:
o Crop and livestock; and
o Aquaculture, and/or Forestry, and/or capture fisheries
• Census coverage:
o holdings in the household sector
o holdings in the non-household sector
o Non-agricultural production households in rural areas
o National or regional geographic coverage
o Minimum thresholds
. Way to implement the census:
o Methodology (see next slide) 6
7. 3. Define the methodology
• Define the statistical unit (e.g. agric. holding)
• Reference period (census reference year)
• Approach: classical, modular, integrated census-
surveys, use of registers
• Enumeration period(s) and number of phases
• Design collection:
o Establishment of census frame (including listing
operation)
o Use of maps
o Data collection method (e.g. PAPI, CAPI, etc.)
o Sample design (if relevant)
o Fine-tuning of methodology based on pilot census results
• Design of Post-enumeration Survey (PES)
7
8. 4. Develop work plan and budget
Elaboration of detailed work plan with the different stages of
implementation clearly established.
Development of detailed budget where different components of
spending are estimated and time-table of expenditures and funding.
All census operations including planning, cartography, enumeration,
processing, PES, analysis and dissemination carefully budgeted from the
beginning and efforts made to mobilize the required funds.
Establishment of a monitoring system and periodic review of work
plan, budget and expenditure control.
Outsourcing of some activities under Census Office’s (CO) supervision:
o Layout and printing of questionnaires, other census material; reports
and other printed census dissemination products
o Packing and delivery of census materials and equipment
o Census mapping
o Publicity campaign
o Data collection, processing and dissemination systems
8
9. 5. Preparation of census legislation
• One of the first aspects to be considered when starting to plan the AC.
One of the most important instruments for facilitating the census work.
• If a country lacks an appropriate legal framework for taking periodic
censuses, it is important to act early to establish it.
• For the census legislation, subject matter specialists from the census
agency should work closely with admin officers and legal experts in
order to ensure coherence of census acts with other relevant legislation.
• In general, legal provisions are required for:
o establishing and regulating primary admin responsibility, e.g. agency
responsible for the census organization;
o obtaining the necessary funds;
o determining the general scope and timing of the census;
o placing a legal obligation upon the respondents to cooperate and
provide truthful information;
o placing a legal obligation upon the census agency/personnel to ensure
confidentiality and protection of holders’ information, etc.
9
10. 6. Census Office & Institutional
framework
The census agency should be specified
in the census legislation.
Ensure strong political support and
efficient coordination with other
agencies.
Create the AC Office (central &
provincial) and recruit necessary staff.
Establish a National Census Committee
and subcommittees to oversee and
coordinate AC activities.
10
11. 7. Develop and implement the census
publicity campaign
A well-planned census communication and
publicity is essential to sensitize the public about
the purpose of the census of agriculture and,
ultimately, to ensure the cooperation of holders to
provide complete and accurate data.
A communication and publicity strategy involves:
o Situation analysis to identify opportunities or issues that
need to be taken into account
o Definition of the target audiences (who)
o Messages to be communicated, logos & slogans (what)
o Communication channels and promotional tools (how)
o Implementing the strategy (when) 11
12. 8. Design data quality assurance framework
• The main goal of quality assurance for the CA is to prevent and minimize potential
errors at design stage and detect errors as soon as possible so that timely remedial
actions can be taken even as the census operations continue.
• A quality assurance framework aims at achieving an appropriate balance between the
needs of users, costs, respondent burden, and the various dimensions of quality.
• The six quality dimensions of statistical data (or outputs):
o Relevance
o Accuracy and reliability
o Timeliness and punctuality in disseminating results
o Accessibility
o Coherence and comparability of statistics
o Accessibility and Clarity/Interpretability.
Quality management of a census of agriculture should be comprehensive and should
cover all activities including planning, development, data collection, processing,
evaluation and dissemination of census results.
• The main techniques applied during data collection and data processing phase:
o Complete verification
o Sample verification: acceptance sampling or statistical process control
12
13. 9A. Prepare the AC frames
Sources of information for the construction of frames
• The statistical data and maps of the EAs of the most recent
PHC and a list of EAs along with number of
households/housing units.
• The statistical data and maps of the EAs of the latest AC
including a list of EAs with their number of holdings.
• Statistical farm registers, cadastral and other cartographic
materials, other statistical and admin data sources, which
include listings of holdings and/or holders' addresses or
their approximate location.
• When lacking reliable information, prepare census frame
by conducting a listing operation (prior to starting the
census enumeration).
13
14. 9B. Prepare maps for census field operations
• Cartographic work should be conducted during early stages of
preparatory census activities.
• It should start with the inventory of available geospatial information and
maps and the evaluation of their suitability for AC purposes.B
• Types of maps: topographic sheets, other government maps, satellite
images, aerial photography, communication maps, land-use maps,
economic maps, city and tourist maps, EA maps from PHC.
• A large proportion of the cartographic preparations for an AC consists
of delineating and identifying the enumerators' areas (EAs) of work.
• GIS provides computer-based design of EAs and significant automation of
map production tasks.
• In many countries EA maps are prepared as part of the cartographic
work of the PHC. In some countries the cartographic work is conducted
for both PHC and AC (e.g. Brazil).
• Adapting, revising and updating available maps to census requirements.
14
15. 10. Develop the tabulation plan
The tabulation plan is a set of prototypes of statistical
tables (dummy tables) prepared to present the main
census results, based on users’ primary needs.
Should be based on user consultation.
Needs to be undertaken at early stages of census
preparation to define census content and developing
the census questionnaires.
The preparation of the tabulation plan is an iterative
process: census questionnaire and methodology are
conditioned by the data to be tabulated, and vice-versa.
15
16. 11A. Design and test questionnaires
Design supported by a working group and users-producers
consultations (to ensure ownership)
Design and characteristics of the census questionnaires
depends on:
o the census approach/modality
o the type of holding (household sector, non-household
sector, community level)
o method of data collection: PAPI (face-to-face
interviews or mailed) or electronic questionnaires (CAPI
or CASI)
• Pre-test of questionnaire(s), revise and pilot test
16
17. 11A. Design and test questionnaires (cont’d)
Aspects to be taken into account
Concepts and definitions in questionnaire
harmonized with other agricultural statistics
programmes.
Questions, concepts and definitions used in the
questionnaire should be easily understood by the
holder and census field staff.
Reasonable size (length).
Different languages in multi-lingual countries.
17
18. 11B. Prepare instruction manuals
• Manuals establish criteria and procedures for supervisors and
enumerators, roles and the work expected to be carried out during
the census.
• They pursue quality of work and standard procedures at all levels
• Purposes: - training - field reference:
o enumerators’manual
o supervisors’manual
o provincial coordinators’manual.
• Other manuals are for training, listing operation, key-punchers, data
editing, data cleaning, PES, etc.
• Formats
o Printed manuals
o On-line manuals
o Manuals included in mobile devices or
o Any combination of them. 18
19. 11C. Census testing
Questionnaire pre-tests Pilot Census
Small scale
Test the suitability of
o the intended census questions,
including their formulation and
the instructions provided
o questionnaire design
Test with holdings, including special
holdings
Estimate time requirements in
enumeration
Several rounds may be done
Test the data collection methods (e.g.
paper, tablets)
Larger scale
Test the entire census infrastructure
Cover one or more sizeable
administrative divisions
Test all stages of a census: preparatory
enumeration, processing and
dissemination
Best if conditions in the pilot census
are close to the conditions present
during the actual enumeration
Ideally conducted exactly one year
before the planned census, if not at
least 6 months before
Pilot census data no usable
substantive data. But analysis of data
errors may be informative for
identifying problems 19
Table 14.1 Census testing
20. 12. Design and test the
computer processing system
20
• Considerable time is required to design computer
programmes (CPs) for error identification,
automatic error correction, tabulation,
calculation of sampling errors (when relevant),
etc.
• Initial test of CPs using questionnaires with
artificial data.
• CPs should be tested with data from pre-tests
and/or pilot census.
• CP should be tested, normally by verifying results of both error detection
and tabulations for a group of 100-500 questionnaires. Data used for
such tests should be tabulated manually to check each item or its
classification in the tabulations.
• Useful to enter erroneous data to test the full range of error detection
• Tabulation process to be simulated during the test.
• Data transfer to be tested during the pilot census (for CAPI, CATI,
CASI).
21. 13A. Organization of field
work and field staff
• Staff play a critical role in AC and duties should be clearly defined.
• Advisable that supervisors and enumerators live in places of work, are
familiar with local conditions and able to communicate easily with
holders.
• Extension assistants or field officers of the Ministry of Agriculture
could be a good source for enumerators or supervisors.
• Usually, not more than 100-200 holdings should be assigned to an
enumerator, and only 20-50 if objective measurements are made.
• Commonly, one supervisor effectively supervises 5 to 10 enumerators
• Different ways of organizing enumerators’ field work:
• the supervisor gives certain number of EAs to each enumerator -
used mainly when enumerators with local knowledge are recruited
and can work alone in their EAs
• a small team of supervisor and enumerators work together in all
assigned EAs to the supervisors; reasonable in remote areas with
poor transport and communication facilities.
21
22. 13B. Training
• The organization and delivery of training courses should be included in
the planning and budgeting stages of census preparation.
• Diversity of training programmes/courses: training of trainers, training
of supervisors, enumerators, office staff (e.g. programmers and
system analysts, editors, coders, computer operators).
• Establishment of training venues all around the country.
• Content and timing of training programmes should be appropriate for
the level of personnel to be trained.
• Developing proper training material for the training classes: training
manuals, aids (audio-visual aids) and new multi-media technologies.
• Selection of appropriate training techniques.
• Uniform delivery of training in all venues.
• Assessment of trainees. Census personnel should be screened and a
final selection made on the basis of a written examination plus an
interview.
22
23. 13B. Training (cont’d)
• The training can from up-to-down in a “cascade”
manner:
o in first place, high-level census organizers responsible for
census organization and administration;
o main technical staff at the central census office is charged with
the training of trainers for different type of tasks (training for
census enumeration and supervision, training of office staff
(programmers, coders, data-entry operators or operators of
data recording equipment, cartographers); training for using
advanced technologies;
o the staff so trained will deliver the training courses down to
provincial coordinators and office staff;
o provincial coordinators so trained have to deliver the training
to field supervisors;
o field supervisors must train the field enumerators.
23
24. 13A. Organization of field
work (cont’d)
• All questionnaires should be recorded irrespective of the outcome of the
interview (completed, no respondent, non-existing, etc.) using a specific code,
to ensure that all holdings within each EA are accounted for.
• Set up monitoring mechanism, including periodic reports with key data
regarding census coverage to the Census Office to enable timely actions for
critical problems.
• For PAPI, special control measures on questionnaires flows are needed :
o Completed questionnaires returned by enumerators through supervisors
to processing center, grouped by geographical areas and properly filed.
o During processing: questionnaires are removed from storage for manual
coding and editing, data entry and verification. Very rigid control over
this flow is needed; periodic reviews in order to detect misplaced
questionnaires;
o An adequate physical storage space is also required.
• When CAPI or CASI is used, the activities related to monitoring
questionnaires, data entry, editing and coding are done during the enumeration.
24
25. 14. Census enumeration
• Rigorous procedure for census enumeration should be established
with clear responsibilities of enumerators, supervisors and other
field staff.
• Enumerators are responsible for accurately recording all required
information on the agricultural holdings in an assigned area and
reporting the progress to their supervisors.
• Supervisors responsible for performing quality checks according
to the census’ quality assurance plan on enumerators’ work.
• Monitoring enumeration on a daily basis: information regarding
AC coverage (numbers, %), average time taken, problems faced.
• Reports on the outcome of field data collection to the Census
Office (CO) to solve critical problems.
• Enumerators’ kits according to data collection method (PAPI,
CAPI).
25
26. 15. Post-enumeration survey (PES)
Objective: to assess the magnitude
of non-sampling errors in terms of i)
coverage errors and ii) content
errors (quality of census data
collected).
Plan: should be carefully planned
and synchronized with the overall
planning.
Staff: the best supervisors and
enumerators assigned to other EAs
to ensure the best quality of data.
Design: a sample survey to be
conducted independently from the
AC enumeration.
Timing: it should be carried out soon
after the census enumeration is
completed. In the cases of the
modular and integrated
sample/survey modalities, soon after
the core modules.
New listing: agricultural holdings
must be listed again in sampled areas
(e.g. EAs).
Data collection: on key selected
census variables. It should attempt
the use of physical measurement of
area and actual count of livestock and
trees.
Reference period: must be the same
as for the census enumeration.
26
Further info: Reader is referred to the UN PES Operational Guidelines (2010).
27. 16. Data processing
The ICT strategy for the census should be part of the overall AC strategy.
Hardware requirements
o Main characteristics of data processing:
Large amount of data to be entered in a short time with multi-users
processing in parallel
Large amount of data storage required
Relatively large numbers of tables to be prepared
Extensive use of raw data files which need to be used simultaneously.
Method of data capture chosen by the census office
o Basic hardware equipment:
Many data entry devices (PCs, hand-held devices, depending on data
collection mode)
Central processor/server and networks
Fast, high-resolution graphics printers
o Number of PCs /handheld devices to be carefully considered
Software
o Preferable to use standard software maintained by the manufacturer with
available documentation (to allow for data portability). 27
28. 16. Data processing (cont’d)
• Data coding
• Data entry: manual, optical scanning, hand-
held devices, CASI and CATI.
• Data editing and imputation: manual,
automated
• Validation
• Tabulation
• Calculation of sampling error.
28
29. 16. Data processing (cont’d)
TECHNOLOGY Country
Optical character
recognition (OCR)
Albania, Czech Republic, Greece, Ireland, Malawi,
Norway, Philippines, Sweden
Intelligent character
recognition (ICR)
Tanzania, Canada, Cook Islands
CAPI
Argentina, Colombia, Cote d’Ivoire, Finland,
France, French Guyana, Iran, Jordan, Lithuania,
Malta, Martinique, Mozambique, Slovenia,
Thailand, Venezuela
PDA Mexico, Brazil
CAWI, CATI, CAPI
combined
Australia, Austria, Canada, Estonia, Finland,
Iceland, Italy, Latvia, The Netherlands, Poland,
Spain, Sweden, USA
29
Examples of data scanning and computer assisted systems use for WCA 2010
round (FAO, Metadata reports: http://www.fao.org/economic/ess/ess-wca/en/ )
30. 16. Archiving
It is important to physically secure census data. Important for
wider use or reuse of census data, time series, historical
analysis and justification of the high cost of the census.
o Backup copies of data.
o Guarding against hardware and software obsolescence, such
as outmoded floppy disks and unreadable file formats, as
well as physical threats, such as natural disasters, theft or
sabotage.
Data types include: census microdata, final published aggregate
data, transitory data file, unstructured data (documentation,
records of decision, work plan, budget, manuals,
questionnaires, etc.).
These data types can be archived and may have different
archiving, retention periods and metadata requirements.
30
31. 17. Analysis, census reports and
dissemination
Design the dissemination plan during census preparation
Census reports:
o On preliminary results
o On final results
o On quality evaluation of census results (including results of PES)
o Analytical/Thematic reports
o Technical report (census operation, methodology, concepts and definitions)
Other census products:
o Brochures and flyers
o Atlases and other geographic products
Methods and tools for dissemination (printed, digital, online, social nets)
Providing access to census databases
Providing public access to microdata
Dissemination workshops (national, regional)
31
32. 18. Reconcile data from the system of
current statistics with census data
32
The existence of discrepancies between new census
results and the previous published estimates from
agricultural surveys performed during the inter-censal
period is a common issue.
Important gaps may be observed when comparing
indicators like crops area and production, agricultural
population or quantity of fertilisers.
Reconciliation of census and surveys data consists in
comparing estimates from previous surveys and the new
census results regarding a number of important
agricultural indicators and correcting the discrepancies
between them.