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Regional drought prediction from Sentinel-2 time series using Random Forest, DNN, and 1D-CNN: a case study in Marchfeld, Austria

A study proposes an operational framework combining machine learning models with Sentinel-2 data to estimate agricultural drought conditions in irrigated and non-irrigated maize fields. Deep Neural Network (DNN) achieved the best performance, showing higher prediction accuracy and lower error metrics for non-irrigated fields.

SourceBig Earth Data·JournalBig Earth Data·TypeData/statistical analysis·DateJul 26, 2026

Satellite fusion sharpens the global view of soil moisture

Researchers developed an attention-guided Transformer model that learns unique strengths of each satellite mission, preserving differences in constellation design and observation geometry. The approach achieved high correlation coefficients and low RMSE values against references, especially in arid regions.

SourceAerospace Information Research Institute, Chinese Academy of Sciences·JournalSatellite Navigation·DateJul 17, 2026
Meta Quest 3 512GB

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

Soil moisture may decide whether fertilizer nitrogen feeds crops or fuels hidden soil pollution

A new study published in Environmental and Biogeochemical Processes shows that changing soil water levels can disrupt the balance between two key steps of nitrification, a central process in the soil nitrogen cycle. Soil moisture and nitrogen availability jointly control the microbial 'handoff' in agricultural soil nitrogen cycling.

SourceShenyang Agricultural University Collaborative Journals·JournalEnvironmental and Biogeochemical Processes·TypeExperimental study·DateJul 6, 2026

Extreme aridity in the hyperarid core of the Atacama Desert began around 45 million years ago

A new study reveals that the Atacama Desert's hyperarid core became arid 45 million years ago, contradicting previous assumptions. The research team used cosmogenic nuclide dating to analyze quartz clasts and found exceptionally high concentrations of rare isotopes, indicating that surface clasts remained undisturbed for tens of millio...

SourceUniversity of Cologne·JournalNature Communications·DateJun 5, 2026

Soil vapor transport improves soil moisture simulations in drylands

Researchers introduced a simplified soil vapor transport scheme to address a common issue in conventional land-surface models, which struggle to realistically represent soil drying in arid regions. The revised model produces more realistic drying in near-surface soil layers by representing the movement of water vapor through soil pores.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAtmospheric and Oceanic Science Letters·DateMay 28, 2026

Machine learning facilitates the development of China's 1-km daily soil moisture dataset

A new study developed China's high-precision, 1 km resolution soil moisture dataset using machine learning techniques. This dataset enables daily monitoring of soil dryness and wetness conditions across the country, providing critical support for drought early warning, flood forecasting, and agricultural management.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAdvances in Atmospheric Sciences·DateApr 27, 2026
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.

Typhoons: the hidden lifeline in a drying world

Researchers found that removing typhoon-induced precipitation leads to sharply declining soil moisture and more severe drought conditions worldwide. The effect of typhoons varies by region, acting as a condition that exacerbates drought in some areas, while mitigating it in others.

SourcePohang University of Science & Technology (POSTECH)·JournalGeophysical Research Letters·DateMar 9, 2026

Researchers find promising adaptations to climate change in tropical forests

Researchers at Colorado State University found that some tropical forest plants are adapting to drought by growing longer root systems, potentially helping reduce vulnerability. The study's findings suggest flexibility under drying conditions may rescue the forest, but long-term implications remain uncertain.

SourceColorado State University·JournalNew Phytologist·DateDec 4, 2025

The riddle of rising extreme heat days in Europe: Remote “triggers” and local “amplifiers”

A new study reveals a significant interdecadal shift in European summer hot days around 1998, driven by remote climate signals and exacerbated by regional land–atmosphere processes. Soil moisture decreased over Europe, intensifying the land–air coupling strength, leading to enhanced hot days.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAtmospheric and Oceanic Science Letters·DateNov 20, 2025
Apple iPhone 17 Pro

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

Bridging physics and AI for smarter soil moisture mapping across China

Researchers have developed a new hybrid model that combines physical radiative transfer equations with neural networks to accurately retrieve soil moisture across China. The model achieved outstanding accuracy and generalization at a 1-km resolution, providing a powerful approach for global hydrological and climatic monitoring.

SourceJournal of Remote Sensing·JournalJournal of Remote Sensing·DateNov 13, 2025

New study explores ‘legacy effects’ of soil microbes on plants across Kansas

A new study analyzing soils across Kansas found that the legacy effects of soil microbes can have significant impacts on plant growth, particularly for native species. Researchers discovered that plants grown with microbes adapted to specific local conditions performed better under drought conditions, suggesting a potential source of g...

SourceUniversity of Kansas·JournalNature Microbiology·DateOct 30, 2025

Unprecedented heat in North China: how soil moisture amplified 2023's record heatwave

A new study reveals that a combination of large-scale atmospheric circulation and strong soil moisture feedback contributed to North China's record-breaking three-day heatwave in late June 2023. The study found that the extreme heat was amplified by an unusually dry season, with temperatures soaring past 40°C in some areas.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalEarth's Future·DateAug 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.

How climate shapes soil fungal traits

A new study found that global climate conditions affect the spore traits of arbuscular mycorrhizal fungi, influencing their survival, spread, and interaction with plants. The research provides insights into the environmental adaptations of microorganisms, which could guide soil restoration and food production.

SourceDartmouth College·JournalProceedings of the National Academy of Sciences·DateJul 29, 2025

Look to the data, not the marketing: Turfgrass research shows no differences in ‘penetrant’ and ‘retainer’ wetting agents

A multi-state study found inconsistent results on the performance of 'penetrants' and 'retainers,' emphasizing the importance of evidence-based surfactant classification. The research showed varying effects on rootzone volumetric water content and surface firmness, depending on location and turfgrass species.

SourceUniversity of Arkansas System Division of Agriculture·JournalJournal of ASTM International·TypeRandomized controlled/clinical trial·DateJul 16, 2025
Nikon Monarch 5 8x42 Binoculars

Nikon Monarch 5 8x42 Binoculars deliver bright, sharp views for wildlife surveys, eclipse chases, and quick star-field scans at dark sites.

When, where and how wet is the forest?

A study by Göttingen University researchers combined satellite data with manual measurements to better understand forest soil moisture. The findings show that soil moisture is strongly influenced by weather and season, not exact location, and highlight the importance of monitoring soil moisture over time for effective forest management.

SourceUniversity of Göttingen·JournalJournal of Hydrology·TypeExperimental study·DateMay 31, 2025

PolyU research reveals sharp depletion in soil moisture, driving land water to flow into the oceans and contributing to a rise in sea levels

A PolyU research team found a rapid decline in global soil moisture over the past 40 years, resulting in significant water loss and sea level rise. The study suggests that precipitation deficits, global warming, and changing rainfall patterns are key factors behind this depletion.

SourceThe Hong Kong Polytechnic University·JournalScience·DateMay 14, 2025

Major dust-up for water in the Colorado River

Researchers used satellite data to analyze the impact of dust on snowmelt in the Colorado River Basin. The study found that dust-driven melting tends to peak earliest and be most intense in central-southern Rocky Mountains, accelerating spring melt rates by up to 1 mm water-equivalent per hour.

SourceUniversity of Utah·JournalGeophysical Research Letters·TypeObservational study·DateApr 21, 2025
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.

Reducing cattle ranching is not enough to restore degraded soils in the Caatinga

A study in Brazil's Caatinga biome found that removing animals from degraded pastures did not restore soil health after three years. Green manure and strategic tree planting are recommended to accelerate ecological recovery. Soils show severe degradation, with carbon loss and decline in holistic soil health index.

SourceFundação de Amparo à Pesquisa do Estado de São Paulo·JournalJournal of Environmental Management·DateApr 8, 2025

Soil conditions significantly increase rainfall in world’s megastorm hotspots

A new study by the UK Centre for Ecology & Hydrology reveals that soil moisture levels can increase rainfall area and amount in megastorm hotspots globally by up to 30%. This contrast results from atmospheric changes, enabling communities to better adapt to climate change.

SourceUK Centre for Ecology & Hydrology·JournalNature Geoscience·TypeData/statistical analysis·DateApr 4, 2025

Wildfires in the Andes cause severe soil degradation and hinder ecosystem recovery

A new study reveals the extreme vulnerability of young volcanic soils to wildfires in the Arequipa shrublands of Peru. The research found that vegetation and soil combustion, combined with post-fire erosion, have caused a severe loss of soil organic carbon, hindering ecosystem recovery.

SourceUniversidad Miguel Hernandez de Elche·JournalSpanish Journal of Soil Science·TypeExperimental study·DateFeb 17, 2025
Sony Alpha a7 IV (Body Only)

Sony Alpha a7 IV (Body Only) delivers reliable low-light performance and rugged build for astrophotography, lab documentation, and field expeditions.

El Niño exacerbates effects of drought on Amazon groundwater and increases fire risk, study finds

Researchers found a link between El Niño events and increased fire risk in the Amazon region, particularly where groundwater storage is compromised. The study highlights the critical role of groundwater in sustaining vegetation during droughts, emphasizing the need for prevention efforts during extreme climatic conditions.

SourceFundação de Amparo à Pesquisa do Estado de São Paulo·JournalScience of The Total Environment·DateDec 12, 2024

Digital technologies help increase productivity and reduce agricultural impacts

Researchers from Brazil and Spain developed computer models to estimate crop maturity and yield using remote sensing technologies, increasing productivity and reducing CO2 emissions. They also created a system to estimate soil moisture levels with high accuracy, helping growers manage water usage more efficiently.

SourceFundação de Amparo à Pesquisa do Estado de São Paulo·DateNov 29, 2024

Building climate resilient cocoa farming in West Africa

A study published by researchers from Göttingen University sheds light on the critical role of leaf phenology in trees providing shade and improving climate resilience in cocoa agroforestry systems. The research found that certain shade tree species can significantly influence productivity and environmental stability.

SourceUniversity of Göttingen·JournalAgriculture Ecosystems & Environment·TypeObservational study·DateNov 22, 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.

Climate change parching the American West even without rainfall deficits

Higher temperatures caused by climate change are increasing evaporation enough to cause exceptional droughts in the American West. Evaporative demand now accounts for 61% of drought severity, while reduced precipitation only accounts for 39%. Climate change is expected to lead to more severe and longer-lasting droughts.

SourceUniversity of California - Los Angeles·JournalScience Advances·DateNov 6, 2024

The 2022 drought: What was the role of climate change?

Researchers estimate that climate change played a significant role in the severity of the 2022 European drought, which affected an area larger than at any time since 1960. The study found that climate change contributed to 31% of the soil moisture deficit and 38% of the drought-affected area.

SourceHelmholtz Centre for Environmental Research - UFZ·JournalNature Geoscience·TypeComputational simulation/modeling·DateOct 21, 2024

Abrupt intensification of northern wildfires due to future permafrost thawing

A new study warns that future climate change will intensify wildfires in the Arctic region, leading to an abrupt switch from no fires to very intense ones within just a few years. The accelerated permafrost thawing is expected to increase soil water and vegetation biomass, exacerbating fire fuel.

SourceInstitute for Basic Science·JournalNature Communications·TypeComputational simulation/modeling·DateSep 24, 2024

Satellite sleuths: Unveiling soil moisture patterns with advanced navigation tech

A pioneering method for soil moisture retrieval using satellite navigation systems has been introduced, significantly boosting the accuracy and efficiency of global data collection. This research tackles the challenges posed by geographical disparities in soil moisture assessment.

SourceAerospace Information Research Institute, Chinese Academy of Sciences·JournalSatellite Navigation·DateSep 13, 2024
CalDigit TS4 Thunderbolt 4 Dock

CalDigit TS4 Thunderbolt 4 Dock simplifies serious desks with 18 ports for high-speed storage, monitors, and instruments across Mac and PC setups.

Hydrometeorology and location affect hospitalizations for waterborne infectious diseases in the US

A study published in PLOS Water found associations between weather, geographic location, and urban/rural settings with waterborne infectious disease hospitalizations. Hospitalization rates were higher for enteric and biofilm-forming bacterial pathogens in areas using groundwater, while precipitation increased parasitic infections.

SourcePLOS·JournalPLOS Water·TypeObservational study·DateAug 14, 2024

Seismic detectors measure soil moisture using traffic noise

Researchers have developed a new method to measure soil moisture in the vadose zone using seismic technology that detects vibrations from traffic noise. The technique, called distributed acoustic sensing, can provide real-time information on soil water content, crucial for managing water use and conservation efforts.

SourceCalifornia Institute of Technology·JournalNature Communications·DateAug 5, 2024

Illinois-led study reveals stable soil moisture variability within fields and opens the door for satellite remote sensing for future measurements

A recent Illinois-led study found that soil moisture variability remains consistent across growing and non-growing seasons in fields across the Midwest. The research team used sensor measurements and remote sensing data to reveal a stable pattern of dry and wet areas, which can be used to estimate high-resolution soil moisture products.

SourceUniversity of Illinois at Urbana-Champaign Institute for Sustainability, Energy, and Environment·JournalVadose Zone Journal·TypeObservational study·DateJun 18, 2024

Oil palm plantations are driving massive downstream impact to watershed

Researchers found that oil palm plantations in Indonesia's Kais River Watershed are causing significant increases in precipitation, runoff, and soil moisture, leading to dramatically worse water quality. The transition from tropical rainforest to oil-palm plantation has resulted in a 16.9% increase in sedimentation, 78.1% increase in n...

SourceUniversity of Massachusetts Amherst·JournalScience of The Total Environment·DateMay 2, 2024
Davis Instruments Vantage Pro2 Weather Station

Davis Instruments Vantage Pro2 Weather Station offers research-grade local weather data for networked stations, campuses, and community observatories.

Without proper management, Cerrado becomes disfigured and less resilient to climate change

A 14-year study in the Brazilian savanna-like biome found that tree basal area increased while density decreased, and community diversity increased slightly. The researchers discovered that 54% of initial trees had died, replaced by new growth, highlighting the rapid degeneration of cerradão into a biodiversity-poor forest formation.

SourceFundação de Amparo à Pesquisa do Estado de São Paulo·JournalForest Ecology and Management·DateApr 22, 2024

WVU researcher studying worst western US megadrought in 1,200 years

A 23-year 'megadrought' in the western US is being studied by WVU researcher Steve Kannenberg to understand its effects on natural ecosystems, agricultural systems and human water resources. The research aims to identify areas with depleted groundwater and soil moisture, as well as assess carbon capture and storage in dryland plants.

SourceWest Virginia University·DateApr 17, 2024
Aranet4 Home CO2 Monitor

Aranet4 Home CO2 Monitor tracks ventilation quality in labs, classrooms, and conference rooms with long battery life and clear e-ink readouts.

AMS Science Preview: “Outdoor days,” lightning, air pollution

A new study finds that extreme tropical cyclone rainfall is increasing across the continental US, while climate warming restricts 'outdoor days' for people living in developing countries. Additionally, air pollution increases mortality risks from heat, especially when combined with other factors like wildfires and reduced aerosols.

SourceAmerican Meteorological Society·JournalJournal of Climate·DateMar 21, 2024

Temperatures are rising, but soil is getting wetter — why?

A recent Harvard University study found that soil moisture increased across 57% of the US during summer between 2011-2020, contradicting the assumption that rising temperatures lead to drier soils. Precipitation, rather than temperature, is the primary driver of soil moisture trends.

SourceHarvard John A. Paulson School of Engineering and Applied Sciences·JournalNature Water·DateFeb 8, 2024

Alleviate the drought in the east Hungarian plains

The researchers conclude that intensive agricultural cultivation has reduced the landscape's water storage capacity, leading to severe droughts. Restoring natural habitats can restore soil structure, allowing for evapotranspiration and guaranteeing rainfall in drought years.

SourceEötvös Loránd University·JournalLand·DateJan 31, 2024
Fluke 87V Industrial Digital Multimeter

Fluke 87V Industrial Digital Multimeter is a trusted meter for precise measurements during instrument integration, repairs, and field diagnostics.

Monitoring the well-being of reservoir water through an uncrewed surface vehicle

Researchers at Pohang University of Science & Technology developed an uncrewed surface vehicle to measure nitrate concentration and water depth in a reservoir. The study reveals seasonal variations in nitrate levels and the importance of considering timing and weather conditions in water quality assessments.

SourcePohang University of Science & Technology (POSTECH)·JournalWater Resources Research·DateJan 5, 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.

Have researchers found the missing link that explains the mysterious phenomenon known as fairy circles?

A new study by Prof. Ehud Meron and colleagues proposes that pairing spatial patterning and phenotypic changes is the missing link to understanding fairy circles. The researchers found that combining plant-level phenotypic changes with population-level spatial patterning can result in resilient ecosystem responses to water stress.

SourceBen-Gurion University of the Negev·JournalProceedings of the National Academy of Sciences·TypeComputational simulation/modeling·DateDec 11, 2023

Soil drought weakens forest microclimatic cooling

Forest microclimates are weakened by soil droughts, leading to hotter temperatures in forest understories. This can have devastating effects on small tree seedlings and forest biodiversity as a whole.

SourceStockholm University·JournalAgricultural and Forest Meteorology·TypeObservational study·DateDec 4, 2023

Sustainable smart agriculture with a biodegradable soil moisture sensor

Osaka University researchers create a wirelessly powered, biodegradable soil moisture sensing technology that can be installed in high densities, enabling precision agriculture with minimized land and water use. The system achieves both electronic functionality and biodegradability, allowing for safe disposal of used sensor devices.

SourceOsaka University·TypeExperimental study·DateOct 17, 2023

As Earth heats up, rain pours down

A new study finds that global warming will lead to an increase in compound climate extremes such as heavy rainfall and heatwaves, which will have devastating impacts on communities. The regions most affected are already prone to geologic hazards and produce many of the world's crops.

SourceAmerican Geophysical Union·JournalEarth s Future·DateSep 14, 2023
DJI Air 3 (RC-N2)

DJI Air 3 (RC-N2) captures 4K mapping passes and environmental surveys with dual cameras, long flight time, and omnidirectional obstacle sensing.

Ohio’s droughts are worse than often recognized, study finds

Researchers developed an impacts-based thresholds approach to better prepare Ohio farmers for drought conditions. The method takes into account changes in soil moisture, crops, and livestock losses to provide earlier and more accurate notice of approaching droughts.

SourceOhio State University·JournalJournal of Hydrometeorology·TypeObservational study·DateSep 13, 2023

Climate shifts set stage for surge in agricultural flash droughts, warns new study

Agricultural flash droughts are anticipated to become more frequent due to climate shifts, driven by changes in temperature, relative humidity, and soil moisture levels. Hot spots for flash drought development have been identified in Europe, South America, and southern Africa.

SourceInstitute of Atmospheric Physics, Chinese Academy of Sciences·JournalAdvances in Atmospheric Sciences·DateAug 31, 2023