Technology and Code

Published on 20 Dec 2024

Forestry climate adaptation with HarvesterSeasons service—a gradient boosting model to forecast soil water index SWI from a comprehensive set of predictors in Destination Earth

in Agro-Environmental Remote Sensing

Mikko Strahlendorff
Anni Kröger
Golda Prakasam
Miriam Kosmale
Mikko Moisander
Heikki Ovaskainen
Asko Poikela

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1360572

240 views

Original Research

Accepted on 17 Dec 2024

Soil Moisture Retrieval over Agricultural Region through Machine Learning and Sentinel 1 Observations

in Data Fusion and Assimilation

Deepanshu Lakra
Shobhit Pipil
Prashant K Srivastava
Suraj Kumar Singh
Manika Gupta
Rajendra Prasad

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1513620

Original Research

Published on 12 Dec 2024

The Australian fish chorus catalogue (2005–2023)

in Acoustic Remote Sensing

Lauren Amy Hawkins
Christine Erbe
Alistair Becker
Ciara E. Browne
Jessica McCordic
Jamie McWiliam
Iain M. Parnum
Miles James Parsons
Natalie Rivero
Rhianne Ward

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1473168

589 views

Original Research

Accepted on 11 Dec 2024

Identifying community-driven priority questions in acoustic backscatter research

in Acoustic Remote Sensing

Vincent Lecours
Benjamin Misiuk
Felix Butschek
Philippe Blondel
Giacomo Montereale Gavazzi
Vanessa Lucieer
Chris McGonigle

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1484283

Original Research

Published on 11 Dec 2024

Revisiting the relationship between surface and column-integrated chlorophyll-a concentrations in the Biogeochemical-Argo and satellite era

in Multi- and Hyper-Spectral Imaging

Ella Poppy Tanner
Harry Ewin
Johannes J. Viljoen
Robert J. W. Brewin

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1495958

555 views

Methods

Published on 05 Dec 2024

Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

in Remote Sensing Time Series Analysis

Ankit Patnala
Scarlet Stadtler
Martin G. Schultz
Juergen Gall

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1480101

196 views

Original Research

Published on 05 Dec 2024

Evaluation of the Planet constellation’s daily coverage for estimating the number of vessels at Daikoku Pier automobile terminals, Port of Yokohama, Japan

in Image Analysis and Classification

Hiroki Murata
Naoto Imura
Katsuhiro Nishinari

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1474468

458 views

Original Research

Published on 04 Dec 2024

Impacts of LULC and climate change on runoff and sediment production for the Puyango-Tumbes basin (Ecuador-Peru)

in Terrestrial Water Cycle

Robinson Peña-Murillo
Waldo Lavado-Casimiro
Luc Bourrel

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1471144

380 views

Original Research

Published on 04 Dec 2024

Comparative study of machine learning methods for mapping forest fire areas using Sentinel-1B and 2A imagery

in Multi- and Hyper-Spectral Imaging

Xinbao Chen
Yaohui Zhang
Shan Wang
Zecheng Zhao
Chang Liu
Junjun Wen

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1446641

292 views

Original Research

Published on 28 Nov 2024

Implications for conservation zoning in Teiči Strict Nature Reserve due to land use and cover change

in Land Cover and Land Use Change

Janis Krumins
Maris Klavins
Karina Stankevica

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1497454

189 views

Original Research

Published on 27 Nov 2024

A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates

in Terrestrial Water Cycle

Son K. Do
Thanh-Nhan-Duc Tran
Manh-Hung Le
John Bolten
Venkataraman Lakshmi

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1474088

457 views

Original Research

Published on 25 Nov 2024

Canopy height mapping in French Guiana using multi-source satellite data and environmental information in a U-Net architecture

in Data Fusion and Assimilation

Kamel Lahssini
Nicolas Baghdadi
Guerric le Maire
Ibrahim Fayad
Ludovic Villard

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1484900

455 views

Original Research

Published on 20 Nov 2024

Fine-scale surficial soil moisture mapping using UAS-based L-band remote sensing in a mixed oak-grassland landscape

in Agro-Environmental Remote Sensing

Michelle Stern
Ryan Ferrell
Lorraine Flint
Melina Kozanitas
David Ackerly
Jack Elston
Maciej Stachura
Eryan Dai
James Thorne

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1337953

395 views

Original Research

Published on 19 Nov 2024

Exploring the multispectral acoustic response of reef habitats

in Acoustic Remote Sensing

Pedro S. Menandro
Fernanda V. Vieira
Alex C. Bastos
Craig J. Brown

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1490741

462 views

Original Research

Published on 18 Nov 2024

Remote estimation of leaf nitrogen content, leaf area, and berry yield in wild blueberries

in Agro-Environmental Remote Sensing

Kenneth Eteme Anku
David C. Percival
Rajasekaran Lada
Brandon Heung
Mathew Vankoughnett

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1414540

261 views

Original Research

Published on 08 Nov 2024

Evaluating the applicability of landsat 8 data for global time series analysis

in Remote Sensing Time Series Analysis

Ehsan Rahimi
Chuleui Jung

Frontiers in Remote Sensing

doi 10.3389/frsen.2024.1492534

498 views

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Articles

Forestry climate adaptation with HarvesterSeasons service—a gradient boosting model to forecast soil water index SWI from a comprehensive set of predictors in Destination Earth

Soil Moisture Retrieval over Agricultural Region through Machine Learning and Sentinel 1 Observations

The Australian fish chorus catalogue (2005–2023)

Identifying community-driven priority questions in acoustic backscatter research

Revisiting the relationship between surface and column-integrated chlorophyll-a concentrations in the Biogeochemical-Argo and satellite era

Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

Evaluation of the Planet constellation’s daily coverage for estimating the number of vessels at Daikoku Pier automobile terminals, Port of Yokohama, Japan

Impacts of LULC and climate change on runoff and sediment production for the Puyango-Tumbes basin (Ecuador-Peru)

Comparative study of machine learning methods for mapping forest fire areas using Sentinel-1B and 2A imagery

Implications for conservation zoning in Teiči Strict Nature Reserve due to land use and cover change

A novel validation of satellite soil moisture using SM2RAIN-derived rainfall estimates

Canopy height mapping in French Guiana using multi-source satellite data and environmental information in a U-Net architecture

Fine-scale surficial soil moisture mapping using UAS-based L-band remote sensing in a mixed oak-grassland landscape

Exploring the multispectral acoustic response of reef habitats

Remote estimation of leaf nitrogen content, leaf area, and berry yield in wild blueberries

Evaluating the applicability of landsat 8 data for global time series analysis