Crop engineering: Plant genes tied to the weather
AM Sorg, JW Satterlee - Current Biology, 2026
Coupling of a late blight disease resistance gene to a humidity-responsive cis-element
in potato achieves resistance under high-humidity conditions that favor disease. This
strategy sidesteps the yield penalties associated with constitutive resistance gene …
in potato achieves resistance under high-humidity conditions that favor disease. This
strategy sidesteps the yield penalties associated with constitutive resistance gene …
[PDF] Bridging Artificial Intelligence and Data Assimilation: The Data‐Driven Ensemble Weather Forecasting System ClimaX‐LETKF
A Takeshima, K Shiraishi, A Okazaki, T Tsuyuki… - Atmospheric Science Letters, 2026
… We introduce ClimaX- LETKF, the data- driven ML- based ensemble weather
forecasting system that combines the MLWP model ClimaX … of numerical weather
prediction (NWP) models, by assimilating the NCEP ADP Global Upper Air and …
forecasting system that combines the MLWP model ClimaX … of numerical weather
prediction (NWP) models, by assimilating the NCEP ADP Global Upper Air and …
[PDF] Probing atmospheric gravity‐wave‐relevant representations in a weather foundation model via multi‐method fine‐tuning
Y Guo, J Song, C Zhao, X Cao, Y Yang, H Leng - Geophysical Research Letters, 2026
… Abstract Weather foundation models pretrained on reanalysis data may encode
subgrid‐… Plain Language Summary Artificial intelligence weather models are
trained to predict … We tested whether a large AI weather model called Aurora has …
subgrid‐… Plain Language Summary Artificial intelligence weather models are
trained to predict … We tested whether a large AI weather model called Aurora has …
Weather adjusted next-season pollen integrals improve airborne birch pollen forecasts
WW Verstraeten, N Bruffaerts, R Kouznetsov, M Sofiev… - Agricultural and Forest …, 2026
… correct the SPIn observations for weather effects. Consequently, we obtain SPIn
values that are more independent of weather which are more useful … Subsequently,
we show the results and we discuss the effect of weather on the SPIn observations …
values that are more independent of weather which are more useful … Subsequently,
we show the results and we discuss the effect of weather on the SPIn observations …
[HTML] The perceived impact of extreme weather events on care for people with HIV or tuberculosis and HIV in Zimbabwe: a survey-based multicentre cross-sectional …
C Christian, R Mukondwa, C Aviles-Guaman… - The Lancet Planetary Health, 2026
Background The growing threat to health systems posed by extreme weather events
(EWEs) disproportionately affects people living with HIV and tuberculosis disease in
high-burden, low-resource settings. In Zimbabwe, for example, the 2023–24 El Niño-induced …
(EWEs) disproportionately affects people living with HIV and tuberculosis disease in
high-burden, low-resource settings. In Zimbabwe, for example, the 2023–24 El Niño-induced …
[HTML] DAGFNet: A Degradation-Aware Gated Fusion Network for Object Detection in Adverse Weather and Low-Light Scenes
Z Wu, D Wu, N Li - Knowledge-Based Systems, 2026
Under adverse weather and low-light conditions, models based on multi-scale
features typically exhibit reduced image contrast, blurred object boundaries,
weakened texture details, and insufficient reliability. As a solution, this paper …
features typically exhibit reduced image contrast, blurred object boundaries,
weakened texture details, and insufficient reliability. As a solution, this paper …
Weather, Live Television, and the Changing Predictive Value of Demand Signals in France
JB Crettez - Managerial and Decision Economics, 2026
… This paper asks whether daily weather remained equally informative for live
television demand in France during the 2010s. Using about 24.7 million individual-
day audience observations from Médiamétrie, matched to regional daily weather …
television demand in France during the 2010s. Using about 24.7 million individual-
day audience observations from Médiamétrie, matched to regional daily weather …
[PDF] Understanding sub-arcsecond scale radio sources and space weather with the SKA-Low using interplanetary scintillation
R Chhetri, J Morgan, HA Tanti, H Bignall, E Kerrison… - arXiv preprint arXiv …, 2026
Continuum surveys with SKA-Low will provide excellent spectral information for
detected objects. However, the angular resolution it provides cannot clearly
distinguish between extended radio galaxies and their sub-arcsecond scale …
detected objects. However, the angular resolution it provides cannot clearly
distinguish between extended radio galaxies and their sub-arcsecond scale …
[PDF] An Embedded Industrial Irrigation System with Weather-Integrated Intelligent Scheduling
K Zangooei, A Masoodpay, HR Ghaeini - arXiv preprint arXiv:2610.23179, 2026
… to soil moisture conditions and anticipated weather changes. This article presents
an embedded, weather-based irrigation system that … .2 platform evaluates the
sensor data, retrieves short-term weather forecasts, makes irrigation decisions …
an embedded, weather-based irrigation system that … .2 platform evaluates the
sensor data, retrieves short-term weather forecasts, makes irrigation decisions …
[PDF] Food security benefits of more accurate weather forecasts in the context of a changing climate
EJZ Robinson, S Dasgupta, K Lambert, P Avner… - 2026
… by which farmers are able to act on weather forecasts, by changing their labour
hiring decisions during the harvest season in response to forecasts of extreme
weather. Our findings suggest that investment in improved weather forecasting can …
hiring decisions during the harvest season in response to forecasts of extreme
weather. Our findings suggest that investment in improved weather forecasting can …
Exposure to Extreme Weather Events and Willingness to Protest over Climate Change in Latin America
M Arce, MS Polizzi, BW Reeder - Journal of Latin American Geography, 2026
… As the frequency and intensity of extreme weather events continue to increase,
we ask: How does the proximity to extreme weather … weather disaster data, rather
than self-reported experiences with climate-related events, we argue that the …
we ask: How does the proximity to extreme weather … weather disaster data, rather
than self-reported experiences with climate-related events, we argue that the …
[PDF] Short‐Term Weather Variability Alters Plant Carbon Balance in Arctic Tundra Species
SH Gan, DNL Menge, EB Rastetter, N Boelman… - Global Change Biology …, 2026
… such as temperature and light, which indicates that weather variability would
impact average performance. Leveraging Jensen's inequality, … greater weather
variability even without a shift in the mean. This investigation provides unique …
impact average performance. Leveraging Jensen's inequality, … greater weather
variability even without a shift in the mean. This investigation provides unique …
Development of a Weather Forecasting System for an Aviation Industry
DU Ashihie, MD Bassey - International Journal of Research and Scientific …, 2026
… a web-based aviation weather forecasting package intended to improve access to
timely and understandable weather information for pilots, … and an external weather-data
API used to retrieve aviation weather information. The system includes user …
timely and understandable weather information for pilots, … and an external weather-data
API used to retrieve aviation weather information. The system includes user …
[PDF] Smart Weather-Aware and Safety-Optimized Route Planning Using Machine Learning and Spatial Risk Analytics
S Kumar, A Aaliya, D Kumar - Cureus Journal of Computer Science, 2026
The environmental characteristics and weather conditions of cities directly influence
the safety of city streets. Conventional navigation systems are optimized for the
quickest possible travel times and shortest distances, without consideration for …
the safety of city streets. Conventional navigation systems are optimized for the
quickest possible travel times and shortest distances, without consideration for …
Development and Functional Testing of a Web Based Dengue Weather Alert Prototype with WhatsApp Notifications in Palu, Indonesia
IH Syahril, KH Hag, D Mutiarasari, R Machmud - Healthy Tadulako Journal (Jurnal …, 2026
… : Weather information may support dengue preparedness, although software
functionality alone cannot establish forecasting accuracy. Objectives: This study
developed a web based weather alert … CodeIgniter 4 and MySQL supported …
functionality alone cannot establish forecasting accuracy. Objectives: This study
developed a web based weather alert … CodeIgniter 4 and MySQL supported …
TC-ANet 1: A temporally joint model for post-processing ensemble weather forecasts for in-situ locations and multiple target variables
P Mlakar, J Faganeli Pucer - EGUsphere, 2026
… often applied to improve the reliability of the weather forecast. These methods
issue a future … dataset, post-processing three target weather variables:
temperature, precipitation, and wind … that extracts and approximates temporal …
issue a future … dataset, post-processing three target weather variables:
temperature, precipitation, and wind … that extracts and approximates temporal …
[HTML] Low Tide Bodies: Neurodivergence, Sensory Weather, and the Beach as Threshold
T Ezzy - M/C Journal, 2026
… weather is not a single condition but a dynamic interaction of pressure systems,
temperatures, humidity, and wind, what I am calling sensory weather is the
composite, shifting quality of sensory input in a given environment. The beach …
temperatures, humidity, and wind, what I am calling sensory weather is the
composite, shifting quality of sensory input in a given environment. The beach …
Abstract B131: Geospatial identification of pediatric cancer populations disproportionately affected by extreme weather
H Thompson, ME Scheurer, P Sheffield, B Liu - Cancer Epidemiology, Biomarkers & …, 2026
Purpose: Extreme weather poses a unique challenge to the pediatric cancer
community. Children living in rural and lower socioeconomic areas often experience
disparate effects of extreme weather. Therefore, it is critical to identify where these …
community. Children living in rural and lower socioeconomic areas often experience
disparate effects of extreme weather. Therefore, it is critical to identify where these …
Improved MobileNetV3-based lightweight multi-task network for weather intensity recognition on edge devices
Y Deng, X Feng, Q Zhang - Proc. of SPIE Vol, 2026
To address the issues of severe parameter redundancy and high computational
overhead in current weather intensity recognition algorithms, which make them
difficult to deploy in real-time on edge devices, this paper proposes ACE-MV3Small …
overhead in current weather intensity recognition algorithms, which make them
difficult to deploy in real-time on edge devices, this paper proposes ACE-MV3Small …
Frequency-decoupled multi-task learning for adverse weather object detection in traffic scenes
X Zhang, K Xu, X Cheng, X Wu - Proc. of SPIE Vol, 2026
… handling diverse weather degradations. To address these challenges, we
propose FDMT-Net, a frequency-decoupled multi-task learning framework for robust
object detection under adverse weather conditions. By exploiting the distinct spectral …
propose FDMT-Net, a frequency-decoupled multi-task learning framework for robust
object detection under adverse weather conditions. By exploiting the distinct spectral …
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