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Researchers enhance flood season rainfall predictions by combining machine learning and climate system model

A recent study has employed machine learning algorithms to improve the accuracy of flood season rainfall predictions. The findings show that combining climate system numerical models with ML-based correction methods results in substantial improvements, increasing prediction scores by up to 7.87%.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAdvances in Atmospheric Sciences·DateJan 24, 2025
Apple AirPods Pro (2nd Generation, USB-C)

Apple AirPods Pro (2nd Generation, USB-C) provide clear calls and strong noise reduction for interviews, conferences, and noisy field environments.

Hiroshima flooding: A case study of well usage and adaptive governance

A survey conducted by Professor Takahiro Endo at Osaka Metropolitan University found that Hiroshima Prefecture provided a free water inspection service for well owners after the 2018 floods, promoting their initiative to open inspected wells to the public. This collaborative effort supplemented local governments' emergency water supply...

SourceOsaka Metropolitan University·JournalWater International·TypeCase study·DateJan 14, 2025
Apple iPhone 17 Pro

Apple iPhone 17 Pro delivers top performance and advanced cameras for field documentation, data collection, and secure research communications.

Unraveling the physics behind severe flash floods in Indonesia's new capital on March 15-16, 2022

Researchers identified mesoscale convective systems as the primary cause of severe flash flooding in Nusantara, with MJO and equatorial waves playing a crucial role in MCS development. Local factors also modulated the intensity and duration of the event, highlighting the need for improved rainstorm forecasting and risk management.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAdvances in Atmospheric Sciences·DateJan 7, 2025

How we classify flood risk may give developers, home buyers a false sense of security

A study by North Carolina State University found that 24% of developed land in the US is within 250 meters of a 100-year floodplain, despite efforts to reduce flood risk. This 'safe development paradox' creates a false sense of security, leading to increased development in areas threatened by flooding.

SourceNorth Carolina State University·JournalPLOS ONE·TypeData/statistical analysis·DateJan 6, 2025

Floods linked to rise in US deaths from several major causes

A study in Nature Medicine reveals large floods are associated with higher death rates from major mortality causes, including infectious diseases and cardiovascular conditions. Floods disproportionately affect older people and females, with increased risks of injury deaths and neuropsychiatric conditions.

SourceColumbia University's Mailman School of Public Health·JournalNature Medicine·TypeData/statistical analysis·DateJan 6, 2025

Climate extremes in 2024 ‘wreaking havoc’ on the global water cycle

The 2024 Global Water Monitor Report reveals a worsening trend of intense floods, prolonged droughts, and record-breaking climate extremes. The report found that rising temperatures are changing the way water moves around the planet, with devastating consequences for human populations and ecosystems.

SourceAustralian National University·TypeObservational study·DateJan 6, 2025
SAMSUNG T9 Portable SSD 2TB

SAMSUNG T9 Portable SSD 2TB transfers large imagery and model outputs quickly between field laptops, lab workstations, and secure archives.

Lower-quality public housing is at high risk of flood damage

A new study reveals that lower-quality public housing units are disproportionately located in areas with high flood risk, putting residents at risk of catastrophic damage. The research also highlights the disproportionate impact on people of color and those with limited ability to recover from flooding.

SourceSociety for Risk Analysis·DateDec 9, 2024

Agricultural land near where rivers meet can mitigate floods

Researchers from Tokyo Metropolitan University found that agricultural land preserved around river confluences can reduce flood risks, with stronger correlation near confluence points. This Eco-DRR approach uses existing environmental resources to improve resilience against flooding.

SourceTokyo Metropolitan University·JournalEnvironmental and Sustainability Indicators·DateDec 7, 2024

Scientists urged to pull the plug on ‘bathtub modeling’ of flood risk

Researchers call for a shift away from outdated bathtub modeling, which oversimplifies flood risks, and towards dynamical modeling that accounts for key factors like storm drains and levees. The study found that bathtub models are consistently inaccurate, with scores below 0.5 on the critical success index.

SourceUniversity of California - Irvine·JournalEarth s Future·DateDec 6, 2024
GoPro HERO13 Black

GoPro HERO13 Black records stabilized 5.3K video for instrument deployments, field notes, and outreach, even in harsh weather and underwater conditions.

What triggered Nepal’s catastrophic 2021 flood – and could it happen again

A study by USC Dornsife scientists used satellite imagery, digital models, and field data to analyze the June 2021 Melamchi flood's triggers. The research found that heavy monsoon rainfall combined with excessive snowmelt overwhelmed river systems, causing catastrophic flooding.

SourceUniversity of Southern California·JournalNature Geoscience·TypeImaging analysis·DateDec 4, 2024

New AI tool generates realistic satellite images of future flooding

A new AI tool generates realistic satellite images of future flooding, which can help communities visualize and prepare for approaching storms. The method combines a generative artificial intelligence model with a physics-based flood model, producing more accurate and realistic images than an AI-only approach.

SourceMassachusetts Institute of Technology·JournalIEEE Transactions on Geoscience and Remote Sensing·DateNov 25, 2024
Garmin GPSMAP 67i with inReach

Garmin GPSMAP 67i with inReach provides rugged GNSS navigation, satellite messaging, and SOS for backcountry geology and climate field teams.

Protecting nature can safeguard cities from floods

A new UBC-led study reveals that preserving key natural ecosystems across Canada can significantly reduce rainwater runoff and protect homes and livelihoods. The research identifies 201,000 square kilometres of watersheds as critical for flood prevention, supporting wildlife while reducing reliance on costly infrastructure.

SourceUniversity of British Columbia·JournalEcosystem Services·TypeData/statistical analysis·DateNov 25, 2024

UTEP researchers partner with Bhutanese scientists to study glacial flooding

Geology researchers from UTEP are partnering with Bhutanese scientists to better understand and mitigate the impact of glacial floods on rural mountain villages. The project aims to use geophysical methods to identify changes in water levels and sediment transport, potentially helping vulnerable villages create early warning systems.

SourceUniversity of Texas at El Paso·DateNov 19, 2024

How flood risk affects home values

Researchers found a 10.8% price discount in the AEP 100 flood zone and a 4.4% discount in the AEP 500 flood zone, highlighting the financial burden of flood risk on homebuyers. The study emphasizes the need for policymakers to safeguard communities and manage real estate markets as climate patterns intensify.

SourceUniversity of Technology Sydney·JournalInternational Journal of Disaster Risk Reduction·TypeData/statistical analysis·DateNov 19, 2024

Artificial intelligence can be used to predict river discharge and warn of potential flooding, new Concordia study shows

Researchers developed a machine-learning tool that provides accurate predictions for flood-prone areas, using historical data and weather-based predictors. The model can predict short-term river discharge with high accuracy, giving real-time data on water movement through the river.

SourceConcordia University·JournalHydrology·TypeComputational simulation/modeling·DateNov 19, 2024
AmScope B120C-5M Compound Microscope

AmScope B120C-5M Compound Microscope supports teaching labs and QA checks with LED illumination, mechanical stage, and included 5MP camera.

Pioneering research reveals some of the world’s least polluting populations are at much greater risk of flooding fuelled by climate change

A new study reveals nearly one in five people in Small Island Developing States are exposed to coastal and inland flooding, trebling to over 60% in some countries. Climate change is exacerbating the risk of flooding across these nations, with even a 1.5°C increase projected to affect over 20% of populations.

SourceUniversity of Bristol·JournalEnvironmental Research Letters·DateNov 7, 2024
Apple Watch Series 11 (GPS, 46mm)

Apple Watch Series 11 (GPS, 46mm) tracks health metrics and safety alerts during long observing sessions, fieldwork, and remote expeditions.

A new piece in the grass pea puzzle - updated genome sequence published

A new chromosome-scale reference genome of grass pea has been published, improving on earlier draft assemblies and offering potential for climate-smart agriculture. The updated genome allows for improved breeding and gene editing to develop varieties with improved agronomic characteristics or low toxin content.

SourceJohn Innes Centre·JournalScientific Data·DateOct 31, 2024

Study: Marshes provide cost-effective coastal protection

Researchers found that restoring coastal marshes can significantly help protect coastlines at a reasonable cost. A study by MIT graduate student Ernie I. H. Lee and professor Heidi Nepf shows that enhancing salt marshes in front of protective seawalls can reduce construction costs while still providing adequate protection from storms.

SourceMassachusetts Institute of Technology·JournalCommunications Earth & Environment·DateOct 23, 2024

Deep learning illuminates atmospheric blocking events of past, future

A new study uses deep learning to infer the frequency of atmospheric blocking events over the past 1,000 years, shedding light on their potential impact under climate change. The model was trained using historical data and large ensembles of climate model simulations.

SourceUniversity of Hawaii at Manoa·JournalCommunications Earth & Environment·TypeComputational simulation/modeling·DateOct 16, 2024
Sky-Watcher EQ6-R Pro Equatorial Mount

Sky-Watcher EQ6-R Pro Equatorial Mount provides precise tracking capacity for deep-sky imaging rigs during long astrophotography sessions.

Climate change can alter methane emission and uptake in the Amazon

Researchers found that extreme temperatures and humidity projected for the Amazon under climate change may increase methane-producing microorganisms in flooded areas and reduce methane uptake in upland forests by 70%. This could lead to a shift in the balance of greenhouse gas emissions, with significant global impacts.

SourceFundação de Amparo à Pesquisa do Estado de São Paulo·JournalEnvironmental Microbiome·DateOct 10, 2024

Severe climate change may increase violence against women

A new study found a significant link between intimate partner violence and certain climate shocks, such as storms and floods, in 156 countries. Countries with higher GDP had lower rates of intimate partner violence, highlighting the need for climate mitigation efforts to reduce violence against women.

SourceUniversity College London·JournalPLOS Climate·TypeObservational study·DateOct 2, 2024

Where flood policy helps most — and where it could do more

A new study reveals the flood insurance program's effects differ greatly among communities, with higher-population and wealthier areas benefiting more from discounts on premiums. Lower-income communities also see benefits, but only in areas with less racial and ethnic diversity, realizing a gain of about $6,000 per household.

SourceMassachusetts Institute of Technology·JournalNature Communications·DateSep 30, 2024
Apple iPad Pro 11-inch (M4)

Apple iPad Pro 11-inch (M4) runs demanding GIS, imaging, and annotation workflows on the go for surveys, briefings, and lab notebooks.

Climate change will lead to wetter US winters, modeling study finds

A new study led by University of Illinois Chicago scientist Akintomide Akinsanola found that most Americans can expect wetter winters in the future due to global warming. Winter precipitation and extreme weather events are expected to increase across most of the country, with six regions experiencing more frequent very wet winters.

SourceUniversity of Illinois Chicago·Journalnpj Climate and Atmospheric Science·DateSep 26, 2024

Reducing floodplain development doesn’t need to be complex

A new study found that most US cities are successfully limiting floodplain development by applying existing tools and strategies. In New Jersey, municipalities have consistently limited new housing in floodplains and impervious surface growth using conventional local ordinances and modest government capacity.

SourceOxford University Press USA·JournalOxford Open Climate Change·TypeContent analysis·DateSep 19, 2024
Meta Quest 3 512GB

Meta Quest 3 512GB enables immersive mission planning, terrain rehearsal, and interactive STEM demos with high-resolution mixed-reality experiences.

Dams built to prevent coastal flooding can worsen it

Researchers found that coastal dams can either increase or decrease flood risks, depending on the duration of a surge event and friction from water flow. The study, published in the Journal of Geophysical Research: Oceans, analyzed data from Charleston Harbor and other estuaries to make this surprising discovery.

SourceUniversity of Alaska Fairbanks·JournalJournal of Geophysical Research Oceans·DateSep 12, 2024

Over two-million acres of floodplain development occurred in U.S. in last two decades, study finds

A nationwide study found that over 840,000 new residential properties were built in floodplains across the US, with about 398,000 in Florida. Despite this, many communities have taken proactive measures to limit floodplain development through smart regulations and practices.

SourceUniversity of Miami Rosenstiel School of Marine, Atmospheric, and Earth Science·JournalEarth's Future·TypeObservational study·DateSep 12, 2024

Summer storms are stronger and more frequent over urban areas

A new study finds that summer storms are stronger and more frequent over urban areas than rural areas, leading to increased flooding in cities. The research highlights the need for urban planners to prepare for floods as cities expand and climate change alters global weather patterns.

SourceAmerican Geophysical Union·JournalEarth s Future·DateSep 10, 2024
Sky & Telescope Pocket Sky Atlas, 2nd Edition

Sky & Telescope Pocket Sky Atlas, 2nd Edition is a durable star atlas for planning sessions, identifying targets, and teaching celestial navigation.

Deserts’ biggest threat? Flooding.

A new study found that soil erosion significantly contributed to devastating desert floods in Libya, claiming over 11,300 lives. The research highlights the urgent need for advanced earth observations programs to monitor arid areas due to climate change.

SourceUniversity of Southern California·JournalNature Communications·TypeImaging analysis·DateSep 9, 2024

New model to enhance extreme rainfall prediction

A new model developed by scientists can predict intense, localized heavy rainfall events caused by rapid air rises in clouds. This breakthrough offers potential to improve public safety and preparedness through early warning systems.

SourceNewcastle University·JournalWeather and Climate Extremes·TypeComputational simulation/modeling·DateAug 29, 2024
Creality K1 Max 3D Printer

Creality K1 Max 3D Printer rapidly prototypes brackets, adapters, and fixtures for instruments and classroom demonstrations at large build volume.

Drowning tomatoes for science

Entomology professor Esther Ngumbi is studying how flooded conditions affect tomato plants, including changes in microbial community, volatile organic compounds, and gene expression. She warns that increased flooding can undermine climate-resilient crop research.

SourceUniversity of Illinois at Urbana-Champaign, News Bureau·JournalTrends in Plant Science·TypeSystematic review·DateAug 29, 2024
Kestrel 3000 Pocket Weather Meter

Kestrel 3000 Pocket Weather Meter measures wind, temperature, and humidity in real time for site assessments, aviation checks, and safety briefings.

UC Irvine team says urban street networks, building density shape severity of floods

A new formula developed by UC Irvine researchers can project neighborhood-scale flood hazards anywhere in the world, taking into account the urban form and building density of a neighborhood. This tool has the potential to greatly improve flood risk assessments globally, helping cities prepare for more severe weather events.

SourceUniversity of California - Irvine·JournalNature Communications·TypeComputational simulation/modeling·DateAug 19, 2024

Alaskan land eroding faster due to climate change

A recent study by UT Arlington scientist Nathan D. Brown shows Alaskan land is eroding faster than it can be replaced due to climate change. The team mapped and dated floodplain deposits, determining permafrost extent, to model how permafrost formation varies with air temperature.

SourceUniversity of Texas at Arlington·JournalAGU Advances·TypeObservational study·DateAug 7, 2024
GQ GMC-500Plus Geiger Counter

GQ GMC-500Plus Geiger Counter logs beta, gamma, and X-ray levels for environmental monitoring, training labs, and safety demonstrations.

An overlooked side-effect of the housing crisis may be putting Californians at increased risk from climate disasters

A new study suggests that California's affordable housing crisis is driving increased development in and near wildlands, putting residents at higher-risk for climate-related natural disasters. The research aims to understand the drivers of Wildland-Urban Interface (WUI) growth and its impact on environmental dynamics.

SourceUniversity of California - Santa Cruz·JournalProceedings of the National Academy of Sciences·DateAug 5, 2024
Rigol DP832 Triple-Output Bench Power Supply

Rigol DP832 Triple-Output Bench Power Supply powers sensors, microcontrollers, and test circuits with programmable rails and stable outputs.

New model uses satellite imagery, machine learning to map flooding in urban environments

A new mapping tool from North Carolina State University uses machine learning and open-source satellite imagery to model flooding in urban environments. The model creates maps that predict urban area flooding, helping officials make informed choices about flood resiliency and prevention resources.

SourceNorth Carolina State University·JournalNatural Hazards·TypeComputational simulation/modeling·DateJul 31, 2024

Barriers designed to prevent saltwater intrusion may worsen inland flooding

A new paper found that subsurface barriers will likely lead to more groundwater flooding and result in less protection against saltwater intrusion into groundwater. The researchers recommend using additional plans to deal with extra water, such as pumps or French drains, to mitigate the risks.

SourceUniversity of Arkansas·JournalScientific Reports·TypeExperimental study·DateJul 31, 2024

Nationwide flood models poorly capture risks to households and properties

Researchers at UC Irvine warn that nationwide flood risk models are unreliable for smaller areas, missing crucial factors like topography and infrastructure. A more detailed model, PRIMo-Drain, improves flood inundation predictions by including fine-resolution data on levees, channels, and stormwater systems.

SourceUniversity of California - Irvine·JournalEarth's Future·DateJul 24, 2024