A review of evidence about use and performance of species distribution modelling ensembles like BIOMOD
Aim The idea of combining predictions from different models into an ensemble has gained
considerable popularity in species distribution modelling, partly due to free and …
considerable popularity in species distribution modelling, partly due to free and …
Review of studies on tree species classification from remotely sensed data
Spatially explicit information on tree species composition of managed and natural forests,
plantations and urban vegetation provides valuable information for nature conservationists …
plantations and urban vegetation provides valuable information for nature conservationists …
A new malaria vector in Africa: Predicting the expansion range of Anopheles stephensi and identifying the urban populations at risk
ME Sinka, S Pironon, NC Massey… - Proceedings of the …, 2020 - National Acad Sciences
In 2012, an unusual outbreak of urban malaria was reported from Djibouti City in the Horn of
Africa and increasingly severe outbreaks have been reported annually ever since …
Africa and increasingly severe outbreaks have been reported annually ever since …
Evaluation of machine learning algorithms for forest stand species map** using Sentinel-2 imagery and environmental data in the Polish Carpathians
Abstract Information about forest stand species distribution is essential for biodiversity
modelling, forest disturbances, fire hazard and drought monitoring, biomass and carbon …
modelling, forest disturbances, fire hazard and drought monitoring, biomass and carbon …
Model averaging in ecology: A review of Bayesian, information‐theoretic, and tactical approaches for predictive inference
CF Dormann, JM Calabrese… - Ecological …, 2018 - Wiley Online Library
In ecology, the true causal structure for a given problem is often not known, and several
plausible models and thus model predictions exist. It has been claimed that using weighted …
plausible models and thus model predictions exist. It has been claimed that using weighted …
[HTML][HTML] Map** the presence and distribution of tree species in Canada's forested ecosystems
Abstract Knowledge of tree species is required to inform management, planning, and
monitoring of forests as well as to characterize habitat and ecosystem function. Remotely …
monitoring of forests as well as to characterize habitat and ecosystem function. Remotely …
[HTML][HTML] Land use map** using Sentinel-1 and Sentinel-2 time series in a heterogeneous landscape in Niger, Sahel
Land use maps describe the spatial distribution of natural resources, cultural landscapes,
and human settlements, serving as an important planning tool for decision makers. In the …
and human settlements, serving as an important planning tool for decision makers. In the …
Map** forest change using stacked generalization: An ensemble approach
The ever-increasing volume and accessibility of remote sensing data has spawned many
alternative approaches for map** important environmental features and processes. For …
alternative approaches for map** important environmental features and processes. For …
Coastal wetland map** using ensemble learning algorithms: A comparative study of bagging, boosting and stacking techniques
Coastal wetlands are a critical component of the coastal landscape that are increasingly
threatened by sea level rise and other human disturbance. Periodically map** wetland …
threatened by sea level rise and other human disturbance. Periodically map** wetland …
Linking Earth Observation and taxonomic, structural and functional biodiversity: Local to ecosystem perspectives
A Lausch, L Bannehr, M Beckmann, C Boehm… - Ecological …, 2016 - Elsevier
Impacts of human civilization on ecosystems threaten global biodiversity. In a changing
environment, traditional in situ approaches to biodiversity monitoring have made significant …
environment, traditional in situ approaches to biodiversity monitoring have made significant …