№ lp_2_3_10339
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Research article mapping groundwater potential using GIS, AHP, and field-validated well depth data to classify and analyze recharge zones across diverse geomorphological settings.
Year:
2021
Region:
Chakwal District, Punjab, Pakistan
Topic:
Groundwater Resource Assessment
Document Type:
Research Article
Institution:
Department of Geography / Environmental Studies
Authors:
Kanwal Ishfaq, Ehtisham Wajid
Methodology:
GIS-based Analytical Hierarchy Process (AHP) and Weighted Overlay Analysis
Validation:
Well depth observations, R² = 0.764
Study Area:
Pothohar Plateau, semi-arid region
Groundwater Potential Zones:
Very High, High, Moderate, Low, Very Low
Climate:
Semi-arid, variable rainfall
Key Variables:
Lithology, slope, drainage density, soil type, land use/land cover, rainfall
End-users:
Water resource managers, policymakers, researchers
Scope:
Regional assessment of groundwater recharge potential
Price: 8 / 10 USD
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Document type:
Instructional protocol
Assessment framework:
DIBELS
Educational context:
Literacy instruction
Intended users:
Teachers and instructional leaders
Professional setting:
Professional learning communities (PLC)
Education levels:
Pre-K through Grade 4+
Instructional focus:
Reading development and phonological skills
Process structure:
Eight-step data analysis cycle
Example data source:
Nonsense Word Fluency (NWF)
Referenced organization:
Springboard Collaborative
Components included:
Protocol steps, think-aloud example, teacher planning sheet
Year:
2017
Region / City:
N/A
Subject:
Integrated Plan, Student Success, Data Analysis
Document Type:
Official Report
Agency/Institution:
Chancellor’s Office
Author:
N/A
Target Audience:
Community Colleges, Educational Administrators
Effective Period:
2017-2019
Approval Date:
N/A
Date of Last Update:
N/A
Year:
2023
Region / City:
Washington, DC
Topic:
Data-driven program improvement
Document type:
Worksheet
Organization / Institution:
Mathematica
Author:
Hannah McInerney, Annie Buonaspina
Target Audience:
HMRF grant recipients, data managers
Effective period:
Not specified
Approval date:
Not specified
Modification date:
Not specified
Author:
Melissa Medica
Institution:
Kennesaw State University
Supervising Professor:
Dr. Matthew Wilson
Type of Document:
Capstone Project Proposal
Date:
December 2019
Revision Date:
December 2020
Setting:
Allgood Elementary School, Dallas, Georgia
School District:
Paulding County School District
School Status:
Title I School
Student Population:
914 students (Pre-K through Fifth Grade)
Demographics:
57% White/Caucasian, 31% Black/African-American, 10% Hispanic, 7% Multiracial, 1% Asian or Pacific Islander
Free and Reduced Lunch Rate:
59.4%
Disability Population:
13%
English Language Learners:
6%
Focus Area:
Data-Driven Instruction and Educational Technology
Technology Platform:
Microsoft Excel
Project Scope:
Teacher coaching and implementation of collaborative grade-level data spreadsheets
Purpose:
Improvement of student data organization and instructional decision-making
Assessment Context:
Georgia Milestones Assessment and CCRPI Reports
Year:
2018
Region:
Kimberley, Western Australia, Australia
Topic:
Environmental health and Aboriginal health
Document type:
Presentation
Organization:
Kimberley Aboriginal Health Planning Forum (KAHPF)
Author:
Prof Jeanette Ward
Target audience:
Health professionals, policymakers, Aboriginal communities
Period covered:
2014–2018
Date presented:
2018
References:
Holman CDJH 2014; KAHPF 2018; McMullen et al. 2016; O’Donnell et al. 2016; WA Health 2019; Ward 2018
Methodology:
Evaluation of environmental attributable fractions (KEAF), survey and expert consensus
Key findings:
Estimation of hospitalisation costs for preventable diseases with environmental causes, importance of housing conditions
Presentation type:
PowerPoint
Affiliation:
Nulungu Research Institute / Nirrumbuk Environmental Health & Services
Note:
Year
Region / City:
South Sudan
Topic:
Education, Crisis, Data Systems
Document Type:
Proposal
Organization:
UNESCO
Year:
2025
Region / City:
Urbana-Champaign, IL
Theme:
Transportation Infrastructure, Bridge Durability, Environmental Stressors
Document Type:
Research Report
Organization / Institution:
University of Illinois at Urbana-Champaign
Author:
Eun Jeong Cha
Target Audience:
Transportation Agencies, Civil Engineers, Environmental Researchers
Period of Action:
2023-2025
Approval Date:
N/A
Date of Changes:
N/A
Year:
2026
Region / City:
Kaiserslautern, Germany; Natal, Brazil
Subject:
Digital Twin modeling in manufacturing
Document Type:
Research article
Institution:
University of Kaiserslautern-Landau; Federal University of Rio Grande do Norte
Author:
Marcel Wagner, Fábio J. P. Sousa, Matthias Klar, Jan C. Aurich
Target Audience:
Researchers and professionals in manufacturing and digital modeling
Keywords:
Hybrid models, Physics-based models, Data-driven models, Digital Twins, Model performance comparison
Case Study:
Stoneware floor tile polishing process
Performance Metrics:
R² comparison among PBM, DDM, and hybrid models
Abstract Summary:
Comparison of model approaches under identical input resources, demonstrating hybrid models’ superior predictive performance
Publication Date:
2026
Email Contact:
[email protected]
Provides:
Theoretical framework linking model quality to knowledge, expertise, and data quality
Year:
2022
Region / City:
Ohio, USA
Topic:
Data-driven models, Machine learning, Model validation
Document Type:
Research paper
Author:
Dr. Anthony Sgambellone
Target Audience:
Model developers, Data scientists, Researchers
Period of validity:
N/A
Approval Date:
18 August 2022
Modification Date:
N/A
Year:
2021
Institution:
National University of Singapore Law (NUSL)
Faculty/Department:
Faculty of Engineering and Environment / Computer and Information Sciences
Position Type:
Fixed-term Research Fellow
Funding Source:
AHRC
Location:
Remote with limited UK travel
Contract Duration:
10 months (January–October 2021)
Work Hours:
Full-time
Reports To:
Mark Warner, Guangquan Li, Matthew Higgs
Required Qualifications:
PhD or pursuing PhD in HCI, computer science, statistics, data science, or related discipline
Skills:
Survey design, statistical analysis, data protection knowledge, qualitative research, IT proficiency
Experience:
Interdisciplinary research projects, social computing research
Target Audience:
Researchers and practitioners in data-driven Covid-19 approaches
Background Checks:
DBS not required
Year:
2023
Region / City:
Americas
Theme:
Data Analytics, Product Management, AI Impact
Document Type:
Webinar Transcript
Organization:
Mixpanel
Author:
Michael Armstrong, Blake Kerensky, Patrick Mackle
Target Audience:
Product and Data Teams
Period of Validity:
Event Date
Approval Date:
2023-12-10
Date of Changes:
None
Year:
2022
Region / City:
Horn of Africa (Kenya, Somalia, Ethiopia, Sudan, Djibouti)
Topic:
Groundwater management, Climate change resilience
Document Type:
Stakeholder Engagement Plan
Agency / Institution:
Government of Kenya, Ministry of Water & Sanitation and Irrigation
Author:
Not specified
Target Audience:
Stakeholders involved in water and groundwater management
Period of Validity:
Ongoing
Approval Date:
January 2022
Date of Changes:
Not specified
Year:
2022
Region / City:
Horn of Africa
Theme:
Resettlement, Groundwater
Document Type:
Framework
Institution:
Ministry of Water and Energy, Ministry of Irrigation and Lowlands Development, Government of Ethiopia
Author:
Not specified
Target Audience:
Government officials, project implementers, stakeholders
Period of Validity:
Not specified
Approval Date:
February 2022
Amendment Date:
Not specified
Year:
2025
Region / City:
Missouri City, Fort Bend County
Topic:
Groundwater reduction, water management
Document Type:
Informational article
Organization / Institution:
Missouri City, Fort Bend Subsidence District
Author:
Not specified
Target Audience:
Residents, business owners, water users in Missouri City
Effective Period:
Ongoing, with changes starting October 2025
Approval Date:
Not specified
Amendment Date:
Not specified
Year:
2025/26
Region / City:
Knysna
Theme:
Emergency Groundwater Supply, Borehole Refurbishment
Document Type:
Tender Invitation
Organ / Institution:
Knysna Local Municipality
Author:
Lulamile Mapholoba, Municipal Manager
Target Audience:
Contractors
Duration:
3 weeks from commencement date
Approval Date:
Not specified
Modification Date:
Not specified
Context:
Tender invitation for the refurbishment of boreholes as part of the emergency groundwater supply project.
Year:
2022
Region / City:
Horn of Africa
Theme:
Groundwater Management, Climate Change Adaptation
Document Type:
Stakeholder Engagement Plan
Institution:
Government of Kenya, Ministry of Water & Sanitation, and Irrigation
Author:
N/A
Target Audience:
Stakeholders involved in water management, local authorities, and international agencies
Period of Validity:
2022 - Project duration
Approval Date:
January 2022
Date of Amendments:
N/A
Note:
Context
Note:
Year
Year:
2025
Region / City:
Butte Valley Basin, Siskiyou County, California, USA
Subject:
Groundwater sustainability, Stakeholder engagement, Communications planning
Document Type:
Plan
Agency / Organization:
Siskiyou County Groundwater Sustainability Agency
Author:
Stantec Consulting Services Inc.; Sacramento State University Consensus and Collaboration Program
Target Audience:
Beneficial users of groundwater, community stakeholders, advisory committee members
Period of Validity:
2025–2027
Date of Approval:
April 2025
Previous Versions:
June 2020
Legislation:
Sustainable Groundwater Management Act (SGMA) of 2014
Appendices:
SGMA Educational Materials, Stakeholder Engagement Requirements, Phases of GSP Development
Tables and Figures Included:
Governance structure, Stakeholder groups, Engagement tactics
Content Overview:
Communications and engagement plan detailing stakeholder identification, consultation processes, advisory committee roles, and public involvement strategies for implementing the Groundwater Sustainability Plan in Butte Valley Basin under California SGMA regulations.
Year:
Not specified
Region / City:
St. Paul, Minnesota
Document Type:
Application Form
Organization / Agency:
Metropolitan Council Environmental Services, Industrial Waste & Pollution Prevention Section
Target Audience:
Corporations, proprietorships, government units responsible for wastewater discharge
Contact Email:
[email protected]
Contact Phone:
651-602-4703
Purpose:
Request approval for special discharge of groundwater or surface water
Required Attachments:
Site plan, analytical data, pretreatment system schematic (if applicable)
Discharge Locations:
Groundwater and/or surface water sites
Submission Address:
390 North Robert Street, St. Paul, MN 55101-1805
Date Received:
________
Request ID:
___________