Institute for Global Environmental Strategies (IGES) GLOBE v-School - Institute for Global Environmental Strategies (IGES) GLOBE v-School

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2024 GLOBE International Virtual Science Symposium

Comparing Artificial Intelligence Algorithms and their classification abilities

Aedes, Anopheles, Culex: Utilizing Convolutional Neural Networks to Identify the Environment Where Each Mosquito Genera Thrives

Enhancing Citizen Science: Building a Web-Based Platform for Optimizing the Area-of-Interest Data Collection Process

Case Study of Hurricane Harvey (2017)

Analyzing the Correlation between Terrain and the Characteristics of Wildfires

Uniting Deep Learning and Citizen Science for Automatic Land Cover Classification

Analyzing the Effects of Urbanization on Mosquito Population Dynamics Using Citizen Science Data

Exploring the Relationship Between Land Cover Classifications and Urban Heat Island Intensity

A Random Forest Analysis of Remote Sensing Driven Mosquito Habitat Prediction in West Africa

Influence of Tree Density Upon the Spatial Distribution of Mosquito Populations

Urbanization in Rural Towns: A Case Study of West Columbia, Texas

 

2023 GLOBE International Virtual Science Symposium

Using GLOBE Observations to Analyze the Effect of Hurricanes on Mosquito Population Patterns

Predicting Future Mosquito Habitats Using Time Series Climate Forecasting and Deep Learning

West Nile Virus: Relation to Population Density, Precipitation, and Elevation

The Effects of Roof Design on Mosquito Activity

The Correlation Between Annual Precipitation and West Nile Virus in the United States

Predicting Mosquito Abundance in Chicago Using Remote Sensing Climate Data and Machine Learning

Predicting Culex Mosquito Habitat and Breeding Patterns in Washington D.C. Using Machine Learning Models

Analyzing the West Nile Virus 2014 outbreak in Orange County

Using Fire Data to Improve Abundance Models

The Effects of Socioeconomics on the Spread of West Nile Virus in California Counties

The Ecological Effects of Hurricane Harvey and the Black Forest Fire on West Nile Virus

Predicting Volume of Mosquito Borne Diseases Using A.M.E.A. Sensor/Radio Network

Land Cover Verification and Error Analysis for Citizen Science Applications

Forecasting West Nile Virus Infections: A Machine-Learning Approach to Epidemiological Monitoring

A Comparative Analysis of Different Convolutional Neural Network Architectures for Mosquito Genera Classification

The Influence of Humidity, Precipitation, and Temperature on Mosquito-borne Vectors in the United States

Prediction of West Nile Positive Mosquito Pools with Pollution Incorporation

Method for Effective Mosquito Data Classification to Identify Potential Hosts of Malaria with AI Implications

A predictive model for West Nile Virus surveillance by detecting inland water eutrophication using Sentinel-2 imagery

A Mosquito is Worth 16x16 Larvae: Evaluation of Deep Learning Architectures for Mosquito Larvae Classification

Seasonal Healthcare Facility Recommendations for Areas at High Risk of Mosquito-Borne Disease in the US

MASC AI: A Novel Method for Effective Mosquito Data Classification and Mapping

Analysis of cpA Nerve-Blocking Compounds to Inhibit Functionality of Carbon Dioxide-Sensitive Receptors in Mosquitoes

2022 GLOBE International Virtual Science Symposium

A Hutchinson-Based Approach to Mosquito Modeling: Predicting Mosquito Threat with Machine Learning and Edge Computing

A Study of Environmental Conditions associated with the 2015 Dengue Outbreak in Southeast Brazil

Exploring the Feasibility of Mosquito Count Automation Through ImageJ

Exploring Various Environmental Aspects and Determining Their Impact on Mosquito Populations for Eco-friendly

Identifying Anopheles Larvae Using a Convolutional Neural Network

Investigating Mosquito Habitat Preferences For Tree Canopy Or Building Shade In Urban Environments

Investigating the Relationship Between Mosquito Hotspots and Urbanization

Predictive Modeling to Forecast Mosquito Outbreaks

Research of Mosquito Habitats

Studying the favorable conditions for Aedes albopictus reproduction

The Effect of Natural Bait Type on Mosquito Oviposition in Central Virginia

The Effect of the Properties of Water Sources on Mosquito Attraction in Texas

Validity of Globe Observer Citizen Science By Implementing an Experiential Learning Model

Examining Environmental and Structural Impact of Extreme Events on Land Cover

Analyzing Local Land Cover Using Surrounding Data

Factors for Trap Effectiveness The Impact of Bait and Water Levels on Attracting Mosquitoes

Mosquito Attraction Research

Autonomous Mosquito Habitat Detection using Satellite Imagery and Convolutional Neural Networks for Disease Risk Mapping

A Theoretical Research on Mosquito Behavior and Decisions in Different Aspects

Age, Geographical Region, Population Density, and its Influence on Mosquito Source-Reduction Practice

An Analysis of the Effect of Land Cover Type on Mosquito Populations

Modeling Effects of Temperature, Precipitation, and Vegetation on West Nile Virus Infection Rates

Predicting West Nile Virus Mosquito Positivity Rates and Abundance A Comparative Evaluation of Machine Learning Methods for Epidemiological Applications

Leveraging Expert Analysis to Remove Duplicates in GLOBE Mosquito Habitat Data

Predicting & Analyzing Mosquito Danger Days

A Machine Learning Approach to the Study of Dengue Virus Outbreaks in Rio De Janeiro Over Time

Development of Waveguide Biosensor for Detection of Flaviviridae Utilizing Mosquito Habitat Data

Identifying Anopheles/Non-Anopheles Larvae with AI Implications

2021 GLOBE International Virtual Science Symposium

Analysis of Different Land Features on Mosquito Larvae Population

 

Effect of Snow Cover and Precipitation on Mosquito Populations and West Nile Virus in Oregon

 

The Relationship Between Land Cover Types and Mosquito Habitats

 

Investigating Mosquito Activity In The Los Penasquitos Canyon Reserve

 

Modeling Michigan West Nile Virus Cases Amid Climate Change

 

Characteristics and effect of location and weather variations on mosquito larvae habitats

 

Effects of Stormwater Management on Mosquito Larvae Habitats in Montgomery County, Maryland

 

Successes and Challenges in Finding Mosquito Habitats in Relation to Land Cover Type

 

Automated Globe Photo Downloader and Web Scraper

 

The Characteristics of the West Nile Virus shown By Using the MODIS Satellite

 

Mapping Precipitation Levels in Massachusetts to Help Visualize Past Risk Areas of EEE

 

Quality of Land Cover Observations: Satellite Imagery Vs. In-Situ Observations

 

The Effect COVID-19 has had on Mosquito Populations

 

Investigation of Puerto Rico communities focused on mosquitoes’ habitats and awareness

 

Senegal And Florida: A Comparison Of Regions To Understand The Likelihood Of Mosquito Habitats

 

Land Cover Feature Analysis of Mosquito Habitats

 

Mosquitos and Biotic Environmental Factors in Central Texas

The Effect of Carbonated Sugar on Larvae Development within Varying Environmental Factors

 

Using Machine Learning to Predict Normalized Difference Vegetation Indices from GLOBE Land Cover Images

 

50 Mosquito Habitats Display the Importance of Latitude on Mosquito Population

 

Simple Model for Mosquito Habitats

 

Simple Model for Mosquito Habitats

 

 

Cemeteries as Viable Mosquito Habitats

 

 

Mosquitos amidst COVID 19

 

 

How environmental conditions, trap solutions, and solution pH affect mosquito larvae trap success

 

 

Enriching In-Situ Observations With NASA Satellite Data to Forecast Potential Mosquito-Borne Disease Outbreaks

 

 

A Statistical Analysis to Determine Infection Rate of Mosquito-borne Diseases in Uganda, USA, and India

 

 

An Analysis on the Environment Around Mosquito Habitats

 

 

Plants: Friend or Foe of the Mosquito? A Study of the Relationship of Plants to the Mosquito Vector

 

 

Population Density in Relation to Mosquito Habitats

 

 

Analysis of the Types of Land Cover in Texas v.s. Prevalence of Mosquitoes

 

 

Citizen Science and How Land Cover, Soil Moisture, and Surface Temperature Impact Mosquito Larvae

 

 

Analysis on the Relationship Between the Prevalence of Mosquitoes and Topographic, Underground, and Climate Variables

 

 

Growth in Mosquito Population in China Grove, Texas

 

 

Sensor Integrated Device as Primary Method for Mosquito Borne Disease Tracking

 

 

Using Deep Learning Frameworks For Mosquito Oriented Land Classification

 

 

ArcGIS Climate Awareness Map Exploration and Comparison with Satellite Data for Understanding

 

 

Analysis of satellite data versus GLOBE Observer Land Cover Observations and Collect Earth Online Data

 

 

The Effect of Poverty on Mosquito Borne Illness Across the United States