Results 31 to 40 of about 4,020,160 (324)

Spatial and temporal evolution of detritusphere hotspots at different soil moistures

open access: yesSoil Biology and Biochemistry, 2020
Abstract As a result of the heterogeneous spatial distribution of microorganisms and substrates in soil and their restricted accessibility, biodegradation occurs mainly in hotspots, such as in the detritusphere, induced by decomposing plant residues.
Védère, Charlotte   +5 more
openaire   +4 more sources

Exploring the mobility in the Madrid Community

open access: yesScientific Reports, 2023
Displacements within urban spaces have attracted particular interest among researchers. We examine the journeys that happen in the Madrid Community considering 24 travel typologies and 1390 administrative areas.
Mary Luz Mouronte-López, Javier Gómez
doaj   +1 more source

Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach

open access: yesSIGSPATIAL/GIS, 2023
Predicting traffic accident hotspots is crucial for ensuring public safety, improving transport planning, and reducing transportation costs. Traditional deep learning models, such as Transformers and LSTMs, have been successful in this field but fail to ...
S. Yeddula   +3 more
semanticscholar   +1 more source

Spatiotemporal Analysis of Traffic Accidents Hotspots Based on Geospatial Techniques

open access: yesISPRS International Journal of Geo-Information, 2022
This paper aims to explore the spatiotemporal pattern of traffic accidents using five years of data between 2015 and 2019 for the Irbid Governorate, Jordan.
Khaled Hazaymeh   +2 more
doaj   +1 more source

Travel Demand Forecasting Based on 3D Convolution and LSTM Encoder-Decoder [PDF]

open access: yesJisuanji kexue, 2021
Reliable regional travel demand forecasting can provide reasonable and effective suggestions for the scheduling and planning of traffic resources.However,travel forecasting is a very challenging problem,facing massive spatial-temporal big data modeling ...
TENG Jian, TENG Fei, LI Tian-rui
doaj   +1 more source

Editorial: crime patterns in time and space: the dynamics of crime opportunities in urban areas [PDF]

open access: yes, 2015
The routine activity approach and associated crime pattern theory emphasise how crime emerges from spatio-temporal routines. In order to understand this crime should be studied in both space and time. However, the bulk of research into crime patterns and
Marcus Felson   +6 more
core   +1 more source

The Influence of Strip-City Street Network Structure on Spatial Vitality: Case Studies in Lanzhou, China

open access: yesLand, 2021
In the context of China’s recent urbanization, the agglomeration and diffusion of the strip-city spatial network are gradually being reconstructed.
Xin Li   +4 more
doaj   +1 more source

Sensor network prediction based on spatial and temporal GNN [PDF]

open access: yesITM Web of Conferences, 2022
Multi-sensor prediction is a hotspot for research and development in sensor management technologies. Thanks to artificial intelligence, researchers have been able to effectively use neural networks and traditional artificial intelligence approaches to ...
Liu Peng   +3 more
doaj   +1 more source

When and Where Did They Strand? The Spatio-Temporal Hotspot Patterns of Cetacean Stranding Events in Indonesia

open access: yesOceans, 2022
Analyses of the spatial and temporal patterns of 26 years of stranding events (1995–2011 and 2012–2021, n = 568) in Indonesia were conducted to improve the country’s stranding response.
P. Mustika   +8 more
semanticscholar   +1 more source

The identification of wildlife-vehicle collision hotspots: Citizen science reveals spatial and temporal patterns [PDF]

open access: yesEcological Processes, 2021
AbstractLinear infrastructures (e.g., roads, railways, pipelines, and powerlines) pose a serious threat to wildlife, due to the risk of wildlife-vehicle collisions (roadkills). The placement of mitigation measures, such as crossing structures, should consider species’ life cycles and ecological requirements.
Francesco Valerio   +2 more
openaire   +4 more sources

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