Outputs:
1. Pre-Workshop Research and Report:
Identification of the current level of adoption of the remote sensing technologies in some economies.
a. Method: survey prior to the workshops.
b. Target audience: ICTs and environmental regulatory agencies
c. Written output: report that will be shared in the workshop and will be included in the summary report
2. Workshops[1]
The project considers the organization of two (2) workshops lasting two (2) days (3 hours per day) each:
a) 1st virtual workshop: Workshop and best practices on remote sensing and geo-spatial analysis on tools for monitoring environmental impacts in mining, oil extraction, agriculture, fisheries, and industry (March 2022).
i) Objective: By the end of this workshop, participants will be able to promote the development of technological tools to monitor the environment permanently and massively, through the analysis of satellite images and the systematization of the analysis data and measurements committed in various instruments of an environmental nature.
ii) Session plans: Speakers will encourage active participation by the audience through constructive problem-solving for recommendations that can be implemented in the participants’ home economies.
iii) Target audience: Public Officials related to ICTs and environmental regulatory agencies . In particular, participants should have basic knowledge in space remote sensing and drone management.
iv) Discussion topics: (i) Advanced monitoring, including the use of remote sensing in real time (IoT) and analysis of satellite images; (ii) Electronic reporting, to privilege the digitization of procedures and facilitate the capture and processing of data; (iii) Transparency of information, to facilitate access to citizens and generate a dissuasive effect on the behavior of the regulated community; (iv) Innovation applied to control and sanction cases, incorporating remote monitoring technologies and data analysis in specific cases; (v) Inspire the regulatory design and delivery of environmental permits, incorporating the use of technologies, particularly remote monitoring.
b) 2nd virtual workshop: Workshop and best practices on big data and artificial intelligence for environmental monitoring, decision making and early warning systems on changes in environmental quality and biodiversity. (April 2022)
i) Objective: But the end of this workshop, participants will be able to develop and apply algorithm combination methodologies that allow early detection capabilities and required actions of changes in the quality of the environment or pollution events of environmental components from the information collected in environmental monitoring and surveillance activities.
ii) Session plans: Speakers will encourage active participation by the audience through constructive problem-solving for recommendations that can be implemented in the participants’ home economies.
iii) Target audience: Public Officials related to ICTs and environmental regulatory agencies. In particular, participants should have basic knowledge in statistics, and programming language.
iv) Discussion topics: i) Introduction to Big Data and Artificial Intelligence; ii) Programs used for big data and artificial intelligence (Language R, Python, Julia); iii) Identification of techniques for the analysis and massive treatment of data on environmental quality and biodiversity; iv) Difference between graphic models and network models; Big Data to predict the probability with which an environmental alert can occur; v) Big data for environmental enforcement; vi) Artificial Neural Networks oriented to environmental quality and biodiversity; vii) Convolutional Neural Networks: Provide the fundamentals of convolutional neural networks, convolutional layers, image classification, prediction improvement techniques, and network overfit prevention; viii) Autoencoders: Provide the fundamentals of autoencoders, hidden layers overcompleted, autoencoder training, use of autoencoders for anomalous detections; ix) Graph analysis: Provide the necessary tools for graph analysis in social networks; x) Nomenclature and graph metrics, calculate graph metrics; among others.
3. Summary Report (APEC Report on new technologies for environmental monitoring elaboration)
This document will compile session objectives, session activities, executive summary of the presentations, key discussions topics and attendance. All presentations slides will also be included as addendum. The Summary Report will be submitted first to the Secretariat for review and approval and published on the APEC website, after being endorsed by DESG.
Table of contents:
1. General Information / Background
2. Pre-Workshop Research and Report
3. Workshop Description: session objectives, session activities, executive summary of the presentations, key discussions topics and attendance.
4. Workshop Analysis
5. Set of Voluntary Recommendations
It is expected that the Summary Report, to have approximately 30 pages, will be an APEC publication and will be submitted to the Secretariat for review and approval no later than 1 August 2022.
Outcomes:
1. Identification of the current level of adoption of the remote sensing technologies in some economies.
2. Increase in awareness, understanding and buy-in of the remote sensing technologies and geo-spatial analysis on tools for monitoring environmental impacts.
3. Raise awareness on the benefits of using new remote sensing technologies to foster environmental conservation.
Beneficiaries: The beneficiaries of this project will be:
1. Primary: Officials related to ICTs and environmental regulatory agencies, professionals with basic knowledge in space remote sensing and drone management. Also, professionals with basic knowledge in statistics and programming language.
Secondary: policymakers, senior officials of public sector entities responsible for designing and implementing environmental and social assessment with knowledge of artificial intelligence and technology applicable to remote monitoring.
[1] The workshops will be recorded only for note-taking purposes. It is not intended to upload or share the video in any platform.