AI for Ecology
AI for Ecology
AI for Ecology |
Disentangling the roles of inter and intraspecific variation on leaf trait distributions across the eastern United States
Data Carpentry for Biologists: A semester long Data Carpentry course using ecological and other biological examples
. Journal of Open Source Education.
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network
. PLoS computational biology.
Expanding NEON biodiversity surveys with new instrumentation and machine learning approaches
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation
. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
Data science competition for cross-site delineation and classification of individual trees from airborne remote sensing data
A remote sensing derived data set of 100 million individual tree crowns for the National Ecological Observatory Network
Rethinking the fundamental unit of ecological remote sensing: Estimating individual level plant traits at scale
. Ecological Applications.
Harnessing the NEON data revolution to advance open environmental science with a diverse and data‐capable community
DeepForest: A Python package for RGB deep learning tree crown delineation
. Methods in Ecology and Evolution.
Cross-site learning in deep learning RGB tree crown detection
. Ecological Informatics.
Rethinking global carbon storage potential of trees. A comment on Bastin et al.(2019)
. Annals of Forest Science.
A data science challenge for converting airborne remote sensing data into ecological information
Individual tree-crown detection in RGB imagery using semi-supervised deep learning neural networks
. Remote Sensing.
The role of respiration in estimation of net carbon cycle: coupling soil carbon dynamics and canopy turnover in a novel version of 3D-CMCC forest ecosystem model
Biophysical effects on temperature and precipitation due to land cover change
. Environmental Letters.
Does degradation from selective logging and illegal activities differently impact forest resources? A case study in Ghana
. iForest-Biogeosciences and Forestry.
Continental-scale Hyperspectral tree species classification in the National Ecological Observatory Network