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Optimizing WorldView-2,-3 cloud masking using machine learning approaches
The detection of clouds is one of the first steps in the pre-processing of remotely sensed
data. At coarse spatial resolution (> 100 m), clouds are bright and generally distinguishable …
data. At coarse spatial resolution (> 100 m), clouds are bright and generally distinguishable …
A lesson unlearned? Underestimating tree cover in drylands biases global restoration maps
ME Fagan - Global Change Biology, 2020 - Wiley Online Library
Two recent global maps of tree restoration potential have identified vast regions where tree
cover could be increased, ranging from 0.9 to 2.3 billion hectares. Both maps, however …
cover could be increased, ranging from 0.9 to 2.3 billion hectares. Both maps, however …
[HTML][HTML] A primer on clustering of forest management units for reliable design-based direct estimates and model-based small area estimation
A Georgakis, D Gatziolis, G Stamatellos - Forests, 2023 - mdpi.com
This study employs clustering analysis to group forest management units using auxiliary,
satellite imagery-derived height metrics and past wall-to-wall tree census data from a …
satellite imagery-derived height metrics and past wall-to-wall tree census data from a …
Remote sensing powered containers for big data and AI/ML analysis: Accelerating science, standardizing operations
JA Caraballo-Vega, NSO Smith… - IGARSS 2022-2022 …, 2022 - ieeexplore.ieee.org
Artificial intelligence and machine learning (AI/ML) have grown in popularity in recent
decades as a result of advances in high-performance computing (HPC) and open-source …
decades as a result of advances in high-performance computing (HPC) and open-source …
Fusion approach for remotely-sensed map** of agriculture (FARMA): A scalable open source method for land cover monitoring using data fusion
The increasing availability of very-high resolution (VHR;< 2 m) imagery has the potential to
enable agricultural monitoring at increased resolution and cadence, particularly when used …
enable agricultural monitoring at increased resolution and cadence, particularly when used …
Performance validation of High Mountain Asia 8-meter Digital Elevation Model using ICESat-2 geolocated photons
G Dandabathula, S Roy, OS Ghatage… - Journal of Mountain …, 2024 - Springer
Abstract High Mountain Asia (HMA), recognized as a third pole, needs regular and intense
studies as it is susceptible to climate change. An accurate and high-resolution Digital …
studies as it is susceptible to climate change. An accurate and high-resolution Digital …
Surface Reflectance From Commercial Very High Resolution Multispectral Imagery Estimated Empirically With Synthetic Landsat (2023)
PM Montesano, MJ Macander… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Scientific analysis of Earth's land surface change benefits from well-characterized
multispectral remotely sensed data for which models estimate and remove the effects of the …
multispectral remotely sensed data for which models estimate and remove the effects of the …
A Deep Learning Data Fusion Approach for Modeling Land use in Smallholder Agriculture Systems
Human-induced land cover land use (LCLU) changes such as agricultural extensification
and forest degradation and loss have extensive negative impacts including biodiversity loss …
and forest degradation and loss have extensive negative impacts including biodiversity loss …
Producing a Science-Ready Commercial Data Archive: A Workflow for Estimating Surface Reflectance for High Resolution Multispectral Imagery
Scientific analysis of changes of the Earth's land surface benefit from well characterized,
science quality remotely sensed data. This data quality is the result of models that estimate …
science quality remotely sensed data. This data quality is the result of models that estimate …
Land Cover Map** in the Amhara Region of Northwest Ethiopia Using Convolutional Neural Networks and Domain Adaptation Techniques
The Amhara region, in northwest Ethiopia, has a complex topography and highly fragmented
croplands (averaging half a hectare). Map** such fragmented LCLU areas requires very …
croplands (averaging half a hectare). Map** such fragmented LCLU areas requires very …