AIMC Topic: Biota

Clear Filters Showing 1 to 7 of 7 articles

Deepdive: Leveraging Pre-trained Deep Learning for Deep-Sea ROV Biota Identification in the Great Barrier Reef.

Scientific data Sep 3, 2024
Understanding and preserving the deep sea ecosystems is paramount for marine conservation efforts. Automated object (deep-sea biota) classification can enable the creation of detailed habitat maps that not only aid in biodiversity assessments but als...
Ecosystem Deep Learning Biodiversity Conservation of Natural Resources Biota Coral Reefs
View on PubMed DOI

STIRUnet: SwinTransformer and inverted residual convolution embedding in unet for Sea-Land segmentation.

Journal of environmental management Mar 30, 2024
Extraction of coastline from optical remote sensing images is of paramount importance for coastal zone management, erosion monitoring, and intelligent ocean construction. However, nearshore marine environment complexity presents a challenge when capt...
Neural Networks, Computer Image Processing, Computer-Assisted Biota Telemetry
View on PubMed DOI

Tritium: Its relevance, sources and impacts on non-human biota.

The Science of the total environment Mar 13, 2023
Tritium (H) is a radioactive isotope of hydrogen that is abundantly released from nuclear industries. It is extremely mobile in the environment and in all biological systems, representing an increasing concern for the health of both humans and non-hu...
Artificial Intelligence Animals Ecosystem Mammals Radioisotopes Biota Tritium
View on PubMed DOI

Towards the fully automated monitoring of ecological communities.

Ecology letters Oct 20, 2022
High-resolution monitoring is fundamental to understand ecosystems dynamics in an era of global change and biodiversity declines. While real-time and automated monitoring of abiotic components has been possible for some time, monitoring biotic compon...
Artificial Intelligence Ecosystem Biodiversity Biota
View on PubMed DOI

FathomNet: A global image database for enabling artificial intelligence in the ocean.

Scientific reports Sep 23, 2022
The ocean is experiencing unprecedented rapid change, and visually monitoring marine biota at the spatiotemporal scales needed for responsible stewardship is a formidable task. As baselines are sought by the research community, the volume and rate of...
Artificial Intelligence Machine Learning Databases, Factual Animals Biota Oceans and Seas
View on PubMed DOI

Fine scale prediction of ecological community composition using a two-step sequential Machine Learning ensemble.

PLoS computational biology Dec 6, 2021
Prediction is one of the last frontiers in ecology. Indeed, predicting fine-scale species composition in natural systems is a complex challenge as multiple abiotic and biotic processes operate simultaneously to determine local species abundances. On ...
Machine Learning Algorithms Computational Biology Models, Biological Plants Biota
View on PubMed DOI

Environmental metabolomics with data science for investigating ecosystem homeostasis.

Progress in nuclear magnetic resonance spectroscopy Nov 21, 2017
A natural ecosystem can be viewed as the interconnections between complex metabolic reactions and environments. Humans, a part of these ecosystems, and their activities strongly affect the environments. To account for human effects within ecosystems,...
Humans Machine Learning Databases, Factual Animals Ecosystem Metabolomics Ecology Multivariate Analysis Homeostasis Biota Nuclear Magnetic Resonance, Biomolecular
View on PubMed DOI
Popular Topics
Recent Journals