A5101960227- Urban Stormwater Management Solutions
- Land Use and Ecosystem Services
- Urban Green Space and Health
- Environmental Justice and Health Disparities
- Hydrology and Watershed Management Studies
- Urban Heat Island Mitigation
- Flood Risk Assessment and Management
- Water Quality and Pollution Assessment
- Fecal contamination and water quality
- Fish Ecology and Management Studies
- Soil and Water Nutrient Dynamics
- Aquatic Ecosystems and Phytoplankton Dynamics
- Economic and Environmental Valuation
- Hydrological Forecasting Using AI
- Smart Cities and Technologies
- Diverse Aspects of Tourism Research
- Religion, Ecology, and Ethics
- Traffic Prediction and Management Techniques
- Water Treatment and Disinfection
- ICT Impact and Policies
- Innovation Diffusion and Forecasting
- Climate change impacts on agriculture
- Environmental Philosophy and Ethics
- Place Attachment and Urban Studies
- Remote Sensing in Agriculture
University of Michigan
2020-2025
University of California, Davis
2024
Michigan United
2020
Michigan State University
2019
Ecosystem services (ES) are key benefits that humans derive from natural ecosystems, including provisioning, regulating, and cultural services. As urbanization accelerates globally, urban green spaces (UGS), increasingly recognized for their role in improving environmental quality enhancing human well-being, provide essential ES help mitigate the effects of urbanization. However, factors influencing public preferences these services, particularly knowledge religiosity, remain underexplored....
Watersheds continue to be urbanized across different regions of the United States, increasing number impaired waterbodies due urban stormwater. Using machine learning techniques, this study examined how stormwater quality and watershed characteristics are related at a national scale compared watersheds in diverse climates. We analyzed selection data from National Stormwater Quality Database (NSQD) comprising 1,881 samples taken 182 26 metropolitan areas States between 1992 2003. an ensemble...
Emerging research has begun to document the nuanced ways that urban form can influence water quality in areas. To facilitate greater consideration of by planning practitioners, this paper illustrates a two-step method predict performance land use scenarios through presentation case study Huron River watershed Michigan, USA. First, random forest models are used relate 38 variables three outcomes within watershed: total suspended solids (TSS), phosphorus (TP), and Escherichia coli ( E. coli)...
Remote sensing offers a low-cost method for estimating yields at large spatio-temporal scales. Here, we examined the ability of Sentinel-2 satellite imagery to map field-level maize across smallholder farms in two regions Oromia district, Ethiopia. We evaluated how effectively different indices, MTCI, GCVI, and NDVI, models, linear regression random forest regression, can be used yields. also if models improved by adding weather soil data generalizable our were trained one region applied...
Adverse environmental impacts in the watershed are driven by urbanization, which is reflected land use and cover (LULC) transitions, such as increased impervious surfaces, industrial expansion, green space reduction. Some adverse on water environment include urban flooding quality degradation. Our study area, Rouge River Watershed, has been susceptible to accelerated urbanization degradation of ecosystems. Employing Land Change Modeler (LCM), we designed four alternative development...