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Advances in solar forecasting: Computer vision with deep learning
Renewable energy forecasting is crucial for integrating variable energy sources into the grid.
It allows power systems to address the intermittency of the energy supply at different …
It allows power systems to address the intermittency of the energy supply at different …
[HTML][HTML] Quality of crowdsourced geospatial building information: A global assessment of OpenStreetMap attributes
F Biljecki, YS Chow, K Lee - Building and Environment, 2023 - Elsevier
Geospatial data of the building stock is essential in many domains pertaining to the built
environment. These datasets are often provided by governments, but crowdsourcing them …
environment. These datasets are often provided by governments, but crowdsourcing them …
The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe
Trees are an integral part in European landscapes, but only forest resources are
systematically assessed by national inventories. The contribution of urban and agricultural …
systematically assessed by national inventories. The contribution of urban and agricultural …
Large-scale individual building extraction from open-source satellite imagery via super-resolution-based instance segmentation approach
Building footprint is a primary dataset of an urban geographic information system (GIS)
database. Therefore, it is essential to establish a robust and automated framework for large …
database. Therefore, it is essential to establish a robust and automated framework for large …
[HTML][HTML] World Settlement Footprint 3D-A first three-dimensional survey of the global building stock
Settlements, and in particular cities, are at the center of key future challenges related to
global change and sustainable development. Widely used indicators to assess the efficiency …
global change and sustainable development. Widely used indicators to assess the efficiency …
High-resolution sensors and deep learning models for tree resource monitoring
Trees contribute to carbon dioxide absorption through biomass, regulate the climate, support
biodiversity, enhance soil, air and water quality, and offer economic and health benefits …
biodiversity, enhance soil, air and water quality, and offer economic and health benefits …
[HTML][HTML] Global building morphology indicators
F Biljecki, YS Chow - Computers, Environment and Urban Systems, 2022 - Elsevier
Characterising and analysing urban morphology is a continuous task in urban data science,
environmental analyses, and many other domains. As the availability and quality of data on …
environmental analyses, and many other domains. As the availability and quality of data on …
Map** the diversity of land uses following deforestation across Africa
African forest are increasingly in decline as a result of land-use conversion due to human
activities. However, a consistent and detailed characterization and map** of land-use …
activities. However, a consistent and detailed characterization and map** of land-use …
Good at captioning bad at counting: Benchmarking gpt-4v on earth observation data
Abstract Large Vision-Language Models (VLMs) have demonstrated impressive
performance on complex tasks involving visual input with natural language instructions …
performance on complex tasks involving visual input with natural language instructions …