Cautions · 01eDNA Limitations for Biodiversity
238 papers17.4% of this theme group
Cautions address challenges in using environmental DNA for accurate species abundance and habitat assessments.
Biodiversity (36) · Habitat (28) · Environmental DNA (27) · Abundance (16)
The use of environmental DNA in monitoring aquatic biodiversity for conservation: a review of challenges and opportunities
Environmental DNA metabarcoding for monitoring fish biodiversity in remote lakes
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Cautions · 02Heavy Metal Contamination Risks
215 papers15.7% of this theme group
Papers warn about uncertainties in assessing metal toxicity in soils and sediments.
Heavy metals (53) · Contamination (106) · Pollution (101) · Sediment (53)
Evaluation of Heavy Metal Levels and its Applications in Risk Assessment Indices in the Soils of Some Communities in Gokhana Local Governmen
Contamination Levels and Ecological Risk Assessment of Potentially Toxic Metals in Sediments of Eleyele Lake and Odo-Iyaalaro River, Nigeria
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Cautions · 03Water Quality Monitoring Gaps
211 papers15.4% of this theme group
Studies highlight the need for better continuous monitoring and contaminant detection in water resources.
Water quality (130) · Hydrology (47) · Wastewater (29) · Groundwater (29)
Evaluation of Continuous Monitoring as a Tool for Municipal Stormwater Management Programs
Assessment of Physicochemical Characteristics and Emerging Contaminants in Selected Water Sources: Implications for Public Health and Enviro
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Cautions · 04Sensor and Software Deployment Issues
207 papers15.1% of this theme group
Research points out technical and methodological hurdles in deploying sensor networks for environmental data collection.
Environmental monitoring (96) · Software deployment (27) · Wireless sensor network (12) · Environmental resource management (18)
Mathematical Modelling of Biosensing Platforms Applied for Environmental Monitoring
A Review of Optical Sensor Applications in Water, Atmospheric and Soil Environmental Monitoring
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Cautions · 05Pesticide and Microplastic Risk Assessment
202 papers14.8% of this theme group
Works caution against incomplete risk evaluations for chemicals and plastic particles in aquatic ecosystems.
Pesticide (49) · Microplastics (28) · Risk assessment (44) · Aquatic ecosystem (29)
Fluoroquinolones in the Wenyu River catchment, China: Occurrence simulation and risk assessment
Spatially\nExplicit Large-Scale Environmental Risk\nAssessment of Pharmaceuticals in Surface Water in China
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Cautions · 06Air Pollution Measurement Uncertainty
157 papers11.5% of this theme group
Articles discuss variability and reliability concerns in low‑cost and mobile air quality monitoring.
Air pollution (81) · Air quality index (70) · Particulates (41) · Indoor air quality (14)
Using Mobile Monitoring and Atmospheric Dispersion Modeling for Capturing High Spatial Air Pollutant Variability in Cities
Development and Application of Low-Cost Environmental Sensors for the Evaluation of Ambient Air Quality and Related Emission Sources
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Cautions · 07Broad Environmental Risk Assessment Limits
138 papers10.1% of this theme group
Papers critique current frameworks for evaluating chemical hazards across ecosystems.
Environmental impact assessment (40) · Risk assessment (48) · Environmental risk assessment (14) · Environmental monitoring (31)
The use of diagnostic tools to assess the risks of chemicals to freshwater ecosystems: towards a unified evaluation framework
A systematic review and ecological risk assessment for organic ultraviolet filters in aquatic environments
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