AIMC Topic: Climate

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Enhancing Climate-Driven Urban Tree Cooling with Targeted Nonclimatic Interventions.

Environmental science & technology May 13, 2025
Urban trees play a pivotal role in mitigating heat, yet the global determinants and patterns of their cooling efficiency (CE) remain elusive. Here, we quantify the diel CE of 229 cities across four climatic zones and employ a machine-learning model t...
Cities Trees Climate
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Global intraspecific diversity of marine forests of brown macroalgae predicted by past climate conditions.

Communications biology May 10, 2025
Global patterns of intraspecific genetic diversity are key to understanding evolutionary and ecological processes. However, insights into the distribution and drivers of genetic diversity remain limited, particularly for marine species. Here, we expl...
Biodiversity Genetic Variation Phaeophyceae Seaweed Climate
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How AI is improving climate forecasts.

Nature Apr 1, 2024
Machine Learning Climate Change Climate Climate Models
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Climate and genetic data enhancement using deep learning analytics to improve maize yield predictability.

Journal of experimental botany Sep 3, 2022
Despite efforts to collect genomics and phenomics ('omics') and environmental data, spatiotemporal availability and access to digital resources still limit our ability to predict plants' response to changes in climate. Our goal is to quantify the imp...
Climate Deep Learning Zea mays Agriculture Climate Change
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Forecasting beef production and quality using large-scale integrated data from Brazil.

Journal of animal science Apr 1, 2020
With agriculture rapidly becoming a data-driven field, it is imperative to extract useful information from large data collections to optimize the production systems. We compared the efficacy of regression (linear regression or generalized linear regr...
Cattle Agriculture Linear Models Brazil Farms Climate Red Meat Commerce Machine Learning Soil Animals Male Phenotype Female
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Vitamin D deficiency among children aged 10-18 years in Sri Lanka.

The Ceylon medical journal Dec 31, 2019
BACKGROUND: Vitamin D deficiency (VDD) and insufficiency (VDI) are public health problems in many countries, and limited data is available on the prevalence of VDD/VDI in Sri Lanka.
Diet Prevalence Child Vitamin D Adolescent Humans Female Risk Factors Cross-Sectional Studies Male Nutritional Status Climate Diet Surveys Vitamin D Deficiency Sri Lanka
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How machine learning could help to improve climate forecasts.

Nature Aug 23, 2017
Global Warming Meteorology Weather Climate Machine Learning Forecasting Models, Theoretical Algorithms
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[Applications of eco-environmental big data: Progress and prospect].

Ying yong sheng tai xue bao = The journal of applied ecology May 18, 2017
With the advance of internet and wireless communication technology, the fields of ecology and environment have entered a new digital era with the amount of data growing explosively and big data technologies attracting more and more attention. The eco...
Climate Conservation of Natural Resources Statistics as Topic China Ecology
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[Relationship between reference values of fibrinogen and geographical factors based on neural network analysis].

Nan fang yi ke da xue xue bao = Journal of Southern Medical University Aug 20, 2016
OBJECTIVE: To analyze the relationship between the reference values of fibrinogen (FIB) in healthy Chinese adults and geographical factors to provide scientific evidences for establishing the uniform standard.
Neural Networks, Computer Environment Software Adult China Fibrinogen Temperature Climate Geography Humans Asian People Reference Values
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Massive network of robotic ocean probes gets smart upgrade.

Nature Mar 24, 2016
Temperature Ecosystem Climate Seawater Robotics Antarctic Regions Oceanography Salinity Oceans and Seas
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