Semantic segmentation of methane plumes with hyperspectral machine learning models

Semantic segmentation of methane plumes with hyperspectral machine learning models

Methane is the second most important greenhouse gas contributor to climate change; at the same time its reduction has been denoted as one of the fastest pathways to preventing temperature growth due to its short atmospheric lifetime. In particular, the mitigation of active point-sources associated w...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Růžička, V, Mateo-Garcia, G, Gómez-Chova, L, Vaughan, A, Guanter, L, Markham, A
Μορφή:	Journal article
Γλώσσα:	English
Έκδοση:	Springer Nature 2023

Παρόμοια τεκμήρια

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ανά: Vít Růžička, κ.ά.
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CH4Net: a deep learning model for monitoring methane super-emitters with Sentinel-2 imagery
ανά: A. Vaughan, κ.ά.
Έκδοση: (2024-05-01)

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ανά: J. Roger, κ.ά.
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ανά: E. Sánchez-García, κ.ά.
Έκδοση: (2022-03-01)

Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning
ανά: Jon Alvarez Justo, κ.ά.
Έκδοση: (2025-01-01)

Modelling spatial and spectral systematic noise patterns on CHRIS/PROBA hyperspectral data
ανά: Gómez-Chova, L, κ.ά.
Έκδοση: (2006)

The Improvement of Methane Plume Detection with High-Resolution Satellite-Based Imaging Spectrometers
ανά: Javier Roger, κ.ά.
Έκδοση: (2024-01-01)

CHRIS/PROBA toolbox for hyperspectral and multiangular data exploitations
ανά: Alonso, L, κ.ά.
Έκδοση: (2009)

Correction of systematic spatial noise in push-broom hyperspectral sensors: application to CHRIS/PROBA images.
ανά: Gómez-Chova, L, κ.ά.
Έκδοση: (2008)

Modelling spatial and spectral systematic noise patterns on CHRIS/PROBA hyperspectral data - art. no. 63650Z
ανά: Gomez-Chova, L, κ.ά.
Έκδοση: (2006)

CHRIS/PROBA TOOLBOX FOR HYPERSPECTRAL AND MULTIANGULAR DATA EXPLOITATIONS
ανά: Alonso, L, κ.ά.
Έκδοση: (2009)

Cloud detection for CHRIS/Proba hyperspectral images
ανά: Gómez-Chova, L, κ.ά.
Έκδοση: (2005)

COMPARISON OF ESTIMATION METHODS TO QUANTIFY METHANE PLUME CONCENTRATION AT HIGH SPATIAL RESOLUTION FROM HYPERSPECTRAL IMAGES
ανά: N. Nesme, κ.ά.
Έκδοση: (2021-06-01)

New Cloud Detection Algorithm for Multispectral and Hyperspectral Images: Application to ENVISAT/MERIS and PROBA/CHRIS Sensors
ανά: Gomez-Chova, L, κ.ά.
Έκδοση: (2006)

Coupled retrieval of aerosol optical thickness, columnar water vapor and surface reflectance maps from ENVISAT/MERIS data over land
ανά: Guanter, L, κ.ά.
Έκδοση: (2008)

Analysis of the spatial and temporal variability of aerosol optical thickness and columnar water vapor from MERIS data
ανά: Guanter, L, κ.ά.
Έκδοση: (2007)

Learning semantic segmentation of large-scale point clouds with random sampling
ανά: Hu, Q, κ.ά.
Έκδοση: (2021)

Fully‐connected semantic segmentation of hyperspectral and LiDAR data
ανά: Hakan Aytaylan, κ.ά.
Έκδοση: (2019-04-01)

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ανά: Y. Pang, κ.ά.
Έκδοση: (2025-01-01)

Class-aware feature attention-based semantic segmentation on hyperspectral images.
ανά: Prabu Sevugan, κ.ά.
Έκδοση: (2025-01-01)

Semantic segmentation of hyperspectral images using convolutional neural networks and the attention mechanism
ανά: D.N. Gribanov, κ.ά.
Έκδοση: (2024-12-01)

Global flood extent segmentation in optical satellite images
ανά: Enrique Portalés-Julià, κ.ά.
Έκδοση: (2023-11-01)

Methane Plume Emissions Associated With Puget Sound Faults in the Cascadia Forearc
ανά: H. Paul Johnson, κ.ά.
Έκδοση: (2022-01-01)

Methane Seeps and Independent Methane Plumes in the South China Sea Offshore Taiwan
ανά: Susan Mau, κ.ά.
Έκδοση: (2020-07-01)

Shallow-Guided Transformer for Semantic Segmentation of Hyperspectral Remote Sensing Imagery
ανά: Yuhan Chen, κ.ά.
Έκδοση: (2023-06-01)

CEU-Net: ensemble semantic segmentation of hyperspectral images using clustering
ανά: Nicholas Soucy, κ.ά.
Έκδοση: (2023-04-01)

FUSION OF LIDAR AND HYPERSPECTRAL DATA FOR SEMANTIC SEGMENTATION OF FOREST TREE SPECIES
ανά: E. Tusa, κ.ά.
Έκδοση: (2020-08-01)

Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations
ανά: Chenyong Miao, κ.ά.
Έκδοση: (2020-01-01)

Distribution of Methane Plumes on Cascadia Margin and Implications for the Landward Limit of Methane Hydrate Stability
ανά: Susan G. Merle, κ.ά.
Έκδοση: (2021-03-01)

Onboard Cloud Detection and Atmospheric Correction With Efficient Deep Learning Models
ανά: Cesar Aybar, κ.ά.
Έκδοση: (2024-01-01)

RandLA-Net: efficient semantic segmentation of large-scale point clouds
ανά: Hu, Q, κ.ά.
Έκδοση: (2020)

Convolutional Neural Network Algorithms for Semantic Segmentation of Volcanic Ash Plumes Using Visible Camera Imagery
ανά: José Francisco Guerrero Tello, κ.ά.
Έκδοση: (2022-09-01)

Semantic Segmentation of Hyperspectral Remote Sensing Images Based on PSE-UNet Model
ανά: Jiaju Li, κ.ά.
Έκδοση: (2022-12-01)

Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt
ανά: Aleksandra Wolanin, κ.ά.
Έκδοση: (2020-01-01)

Characterizing Clutter in the Context of Detecting Weak Gaseous Plumes in Hyperspectral Imagery
ανά: Brian McVey, κ.ά.
Έκδοση: (2006-11-01)

AEROSOL PLUMES CHARACTERIZATION BY HYPERSPECTRAL IMAGES COUPLED WITH SENTINEL-2 PRODUCTS
ανά: G. Calassou, κ.ά.
Έκδοση: (2020-08-01)

Insights Into Mantle Plume Geochemistry From Machine Learning
ανά: William M. White, κ.ά.
Έκδοση: (2025-01-01)

A Systematic Literature Review on Machine Learning and Deep Learning Methods for Semantic Segmentation
ανά: Ali Sohail, κ.ά.
Έκδοση: (2022-01-01)

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ανά: Tianjian Zhang, κ.ά.
Έκδοση: (2024-01-01)

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