Analysis of Models to Estimate Morbidity Rates of Respiratory Diseases Through Deep Learning
ABSTRACT Respiratory diseases remain a challenge in Brazil due to socioeconomic inequalities and environmental risks that intensify population vulnerability. This study compared XGBoost with a deep learning model using stacked Gated Recurrent Units (GRU), trained with morbidity data from respiratory diseases and exogenous variables such as per capita ...
Liliane Moreira Nery +6 more
wiley +1 more source
Desertification monitoring in arid oasis environment using Google Earth Engine, machine learning, and field-based hydrogeological assessment. [PDF]
Moumane A +8 more
europepmc +1 more source
Abstract The southeastern US accounts for over 60% of national prescribed (Rx) burning acreage and relies on Rx fire to reduce wildfire risk and sustain forest biodiversity. While ecologically beneficial, Rx fires may introduce smoke‐related risks to surrounding communities.
Jingting Huang +3 more
wiley +1 more source
National coastal wetland mapping over the last four decades: An annual classification with high accuracy. [PDF]
Zhang Z, Chi Y, Liu Z, Zhang X, Zhang G.
europepmc +1 more source
Abstract The Arctic warms faster than anywhere else on Earth, and paleoclimate data are key to placing this amplified response in a long‐term context. But most past temperature proxies record growing season conditions, when their biological signal carriers are produced.
Willem G. M. van der Bilt +8 more
wiley +1 more source
Geospatial assessment of habitat degradation and climate impacts on migratory crane habitat in Pakistan's Wetland ecosystems. [PDF]
Suliman M +9 more
europepmc +1 more source
Desertification Risk: Bibliometric Analysis and Future Research Directions
ABSTRACT Desertification, driven by climatic and anthropogenic factors, is one of the most pressing global environmental challenges, causing significant economic, ecological, and social consequences. A bibliometric analysis was performed to identify research trends and gaps in the desertification risk topic.
Fatima‐Ezzahrae Imam +5 more
wiley +1 more source
Extent of sediment concentration trends associated with climate and human factors across global rivers. [PDF]
Prajapati R, Gardner J, Prum P.
europepmc +1 more source
Debris-covered glacier identification in the Karakoram aided by thermal remote sensing. [PDF]
Lhakpa D +4 more
europepmc +1 more source
The impact of land use land cover (LULC) change and climate variability on infiltration/runoff evolution in the Dar Es Salaam coastal floodplain. [PDF]
De Filippi FM +7 more
europepmc +1 more source

