☆ 4.6 Article

A Scalable Earth Observation Service to Map Land Cover in Geomorphological Complex Areas beyond the Dynamic World: An Application in Aosta Valley (NW Italy)

APPLIED SCIENCES-BASEL (2023)

Related references

Note: Only part of the references are listed.

Review Environmental Sciences

Environmental limits to the space sector's growth

Lois Miraux

Summary: This paper comprehensively analyzes the major environmental impacts of space activities and their potential growth, highlighting issues such as space debris and light pollution. The suggestion to establish thresholds within the planetary boundaries framework to support awareness-raising and policy-making is proposed. The importance of environmental limits resulting from factors like rocket emissions and reentry particles is discussed, emphasizing the need for ecodesign in the space sector.

SCIENCE OF THE TOTAL ENVIRONMENT (2022)

Add to Collection

Article International Relations

Estimating the United States Space Economy Using Input-Output Frameworks

Tina C. Highfill et al.

Summary: This paper examines two first-of-their-kind economic datasets about the US space sector, using input-output frameworks. The data show significant contributions of NASA and the space-related industry to the US economy.

SPACE POLICY (2022)

Add to Collection

Article Geography, Physical

Detection of grassland mowing frequency using time series of vegetation indices from Sentinel-2 imagery

Davide Andreatta et al.

Summary: Management intensity has a significant impact on meadow structure, functioning, and ecosystem services. This study developed an algorithm using Sentinel-2 imagery to accurately determine mowing frequency in grasslands. The algorithm was optimized and evaluated in the Italian Alps and showed good performance and generalization ability. The development and application of this algorithm are important for the protection and conservation of extensive grasslands.

GISCIENCE & REMOTE SENSING (2022)

Add to Collection

Article Environmental Sciences

PlanetScope, Sentinel-2, and Sentinel-1 Data Integration for Object-Based Land Cover Classification in Google Earth Engine

Marco Vizzari

Summary: This study evaluated the advantages of object-based high-resolution remote sensing data in land cover classification and integrated the data with other satellite data for analysis. The results showed that the object-based approach outperformed the pixel-based approach in classification accuracy, and integrating different datasets further improved the accuracy.

REMOTE SENSING (2022)

Add to Collection

Article Multidisciplinary Sciences

Global seasonal Sentinel-1 interferometric coherence and backscatter data set

Josef Kellndorfer et al.

Summary: This dataset is the first of its kind to provide spatial representation of multi-seasonal C-band Synthetic Aperture Radar (SAR) interferometric repeat-pass coherence and backscatter signatures globally. It contains detailed information on how decorrelation affects interferometric measurements of surface displacement, making it valuable for various mapping applications.

SCIENTIFIC DATA (2022)

Add to Collection

Article Agriculture, Dairy & Animal Science

An Integrated, Tentative Remote-Sensing Approach Based on NDVI Entropy to Model Canine Distemper Virus in Wildlife and to Prompt Science-Based Management Policies

Emanuele Carella et al.

Summary: This study focuses on Canine Distemper Virus (CDV) outbreaks in the Aosta Valley region of Italy and finds that CDV trends are closely related to environmental changes. The use of remote sensing and GIS tools can help monitor and control the spread of CDV in wildlife, as well as support policy-making for wildlife health management and conservation.

ANIMALS (2022)

Add to Collection

Proceedings Paper Geosciences, Multidisciplinary

APPLICATION OF GOOGLE EARTH ENGINE FOR LAND COVER CLASSIFICATION IN YASUNI NATIONAL PARK, ECUADOR

Andres Velastegui-Montoya et al.

Summary: This study used remote sensing data and data processing methods to investigate land cover in the Yasuni National Park in 2019, revealing the impact of human activities on the region.

2022 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2022) (2022)

Add to Collection

Article Horticulture

A Fast Regression-Based Approach to Map Water Status of Pomegranate Orchards with Sentinel 2 Data

Enrico Borgogno-Mondino et al.

Summary: Remote sensing, specifically Copernicus Sentinel 2 data, is a promising alternative for monitoring the water status of pomegranate plants and addressing irrigation management. The study showed the potential of spectral indices and S2 bands in estimating stem water potential readings, and indicated that native S2 data are more effective in predicting stem water potential values in pomegranate orchards.

HORTICULTURAE (2022)

Add to Collection

Article Geochemistry & Geophysics

Spatio-Temporal-Spectral Collaborative Learning for Spatio-Temporal Fusion with Land Cover Changes

Xiangchao Meng et al.

Summary: This article proposes a spatio-temporal-spectral collaborative learning framework for spatio-temporal fusion of multisource remote-sensing images. The framework integrates convolutional neural network and recurrent neural network to learn and fuse features from multiscale spatial-spectral to spatio-temporal. Experimental results demonstrate the competitive performance of the proposed method in fusing images with land cover changes.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2022)

Add to Collection

Article Environmental Sciences

Optical and SAR images Combined Mangrove Index based on multi-feature fusion

Ke Huang et al.

Summary: The mangrove ecosystem is highly productive and has unique ecological functions and economic value. This study proposes the use of an Optical and SAR images Combined Mangrove Index (OSCMI) for rapid and accurate mangrove mapping, considering the effect of tidal inundation. Results show that OSCMI performs well in different types of mangrove areas and has great potential for large-scale mapping.

SCIENCE OF REMOTE SENSING (2022)

Add to Collection

Article Environmental Studies

High Resolution Land Cover Integrating Copernicus Products: A 2012-2020 Map of Italy

Paolo De Fioravante et al.

Summary: This study conducted an in-depth analysis of land cover and land use data in Italy, aiming to produce a reliable map for evaluating ecosystem services. The research utilized data from the Copernicus Programme's land monitoring service, as well as national and regional land cover and land use maps. By standardizing classification systems and integrating the data, a raster land cover map with a 10-meter spatial resolution was created. The map was validated and compared with CORINE Land Cover, showing significant improvements in geometric and thematic accuracy for a more detailed and reliable assessment of ecosystem services. Specifically, the map was used to estimate the change in carbon storage capacity in Italy between 2012 and 2020, linked to land consumption.

LAND (2022)

Add to Collection

Article Remote Sensing

Mapping SAR geometric distortions and their stability along time: a new tool in Google Earth Engine based on Sentinel-1 image time series

De Petris Samuele et al.

Summary: The operational services based on SAR data hold potential, but are hindered by the complexity of data pre-processing. A trigonometry-based mapping method in GEE was implemented in this study to generate distortion maps and evaluate the reliability of SAR data for information deduction. The results show that this methodology can effectively mask unreliable observations and inform users about the areas suitable for SAR data monitoring.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2021)

Add to Collection

Review Geosciences, Multidisciplinary

Retrieval of digital elevation models from Sentinel-1 radar data - open applications, techniques, and limitations

Andreas Braun

Summary: The launch of Sentinel-1 in 2014 marked the beginning of a new era of openly accessible spaceborne radar imagery with demonstrated potential across various applications. While interferometric methods for detecting surface deformations are continuously being published, studies on deriving digital elevation models (DEMs) from Sentinel-1 data are limited. This article outlines the technical conditions necessary for successful DEM generation and evaluates 21 studies on the topic, discussing the main challenges and potential future directions for scientific discourse.

OPEN GEOSCIENCES (2021)

Add to Collection

Article Environmental Studies

Supporting Pro-Poor Reforms of Agricultural Systems in Eastern DRC (Africa) with Remotely Sensed Data: A Possible Contribution of Spatial Entropy to Interpret Land Management Practices

Pietro De Marinis et al.

Summary: The study focuses on existing agricultural production systems in the eastern Democratic Republic of Congo, using remote sensing imagery and entropy analysis to investigate the spatial distribution of subsistence-oriented agriculture (SOA) and business-oriented agriculture (BOA) in the Katoyi collectivity of Masisi territory. The results show that land use and entropy analysis can provide updated information on existing land distribution among different production systems, supporting better intervention strategies in development cooperation and pro-poor agrarian land tenure reforms in conflict-ridden landscapes.

LAND (2021)

Add to Collection

Article Environmental Studies

Multispectral Sentinel-2 and SAR Sentinel-1 Integration for Automatic Land Cover Classification

Paolo De Fioravante et al.

Summary: The research aims to develop and implement a methodology for land cover mapping and change detection using Copernicus Sentinel-1 and Sentinel-2 satellite data, with the goal of creating national-scale products with high spatial resolution and update frequency.

LAND (2021)

Add to Collection

Article Meteorology & Atmospheric Sciences

Exploring Short-Term Climate Change Effects on Rangelands and Broad-Leaved Forests by Free Satellite Data in Aosta Valley (Northwest Italy)

Tommaso Orusa et al.

Summary: This study utilized satellite remote sensing to investigate the phenology of alpine rangelands and broad-leaved forests, finding that the length of the growing season has increased, evapotranspiration has significantly risen, and the timing of snowpack melting has decreased over the past 20 years.

CLIMATE (2021)

Add to Collection

Article Environmental Sciences

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

Oliver Stromann et al.

REMOTE SENSING (2020)

Add to Collection

Article Environmental Sciences

Harmonization of Landsat and Sentinel 2 for Crop Monitoring in Drought Prone Areas: Case Studies of Ninh Thuan (Vietnam) and Bekaa (Lebanon)

Minh D. Nguyen et al.

REMOTE SENSING (2020)

Add to Collection

Article Environmental Sciences

Automatic Surface Water Mapping Using Polarimetric SAR Data for Long-Term Change Detection

Wen Zhang et al.

WATER (2020)

Add to Collection

Article Geosciences, Multidisciplinary

Landslide detection in mountainous forest areas using polarimetry and interferometric coherence

Masato Ohki et al.

EARTH PLANETS AND SPACE (2020)

Add to Collection

Article Computer Science, Information Systems

Mapping and Monitoring Urban Environment through Sentinel-1 SAR Data: A Case Study in the Veneto Region (Italy)

Andrea Semenzato et al.

ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION (2020)

Add to Collection

Article Environmental Sciences

Geomatics and EO Data to Support Wildlife Diseases Assessment at Landscape Level: A Pilot Experience to Map Infectious Keratoconjunctivitis in Chamois and Phenological Trends in Aosta Valley (NW Italy)

Tommaso Orusa et al.

REMOTE SENSING (2020)

Add to Collection

Review Engineering, Electrical & Electronic

Google Earth Engine Cloud Computing Platform for Remote Sensing Big Data Applications: A Comprehensive Review

Meisam Amani et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2020)

Add to Collection

Article Environmental Sciences

The multi-timescale temporal patterns and dynamics of land surface temperature using Ensemble Empirical Mode Decomposition

Huimin Liu et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2019)

Add to Collection

Editorial Material Environmental Sciences

Google Earth Engine Applications

Onisimo Mutanga et al.

REMOTE SENSING (2019)

Add to Collection

Review Geography, Physical

Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

Mohammad D. Hossain et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Add to Collection

Article Environmental Sciences

A Decision Tree Approach for Spatially Interpolating Missing Land Cover Data and Classifying Satellite Images

Jacinta Holloway et al.

REMOTE SENSING (2019)

Add to Collection

Article Environmental Sciences

Repeat-pass SAR interferometry for land cover classification: A methodology using Sentinel-1 Short-Time-Series

Francescopaolo Sica et al.

REMOTE SENSING OF ENVIRONMENT (2019)

Add to Collection

Proceedings Paper Environmental Sciences

Landsat 8 thermal data to support urban management and planning in the climate change era: a case study in Torino area (NW Italy)

T. Orusa et al.

REMOTE SENSING TECHNOLOGIES AND APPLICATIONS IN URBAN ENVIRONMENTS IV (2019)

Add to Collection

Article Environmental Sciences

Google Earth Engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Add to Collection

Article Biodiversity Conservation

Measuring Rao's Q diversity index from remote sensing: An open source solution

Duccio Rocchini et al.

ECOLOGICAL INDICATORS (2017)

Add to Collection

Article Remote Sensing

Earth observation in service of the 2030 Agenda for Sustainable Development

Katherine Anderson et al.

GEO-SPATIAL INFORMATION SCIENCE (2017)

Add to Collection

Article Geography, Physical

Optimizing selection of training and auxiliary data for operational land cover classification for the LCMAP initiative

Zhe Zhu et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Add to Collection

Review Geography, Physical

Optical remotely sensed time series data for land cover classification: A review

Cristina Gomez et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2016)

Add to Collection

Article Geography

Copernicus high-resolution layers for land cover classification in Italy

Luca Congedo et al.

JOURNAL OF MAPS (2016)

Add to Collection

Article Geosciences, Multidisciplinary

System for Automated Geoscientific Analyses (SAGA) v. 2.1.4

O. Conrad et al.

GEOSCIENTIFIC MODEL DEVELOPMENT (2015)

Add to Collection

Article Computer Science, Interdisciplinary Applications

GRASS GIS: A multi-purpose open source GIS

Markus Neteler et al.

ENVIRONMENTAL MODELLING & SOFTWARE (2012)

Add to Collection

Article Ecology

Clarifying and developing analyses of biodiversity: towards a generalisation of current approaches

Sandrine Pavoine

METHODS IN ECOLOGY AND EVOLUTION (2012)

Add to Collection

Editorial Material Engineering, Electrical & Electronic

What Is a Savitzky-Golay Filter?

Ronald W. Schafer

IEEE SIGNAL PROCESSING MAGAZINE (2011)

Add to Collection

Article Remote Sensing

Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery

Hanqiu Xu

INTERNATIONAL JOURNAL OF REMOTE SENSING (2006)

Add to Collection

Article Environmental Studies

What is land cover?

A Comber et al.

ENVIRONMENT AND PLANNING B-PLANNING & DESIGN (2005)

Add to Collection

Article Environmental Sciences

A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter

J Chen et al.

REMOTE SENSING OF ENVIRONMENT (2004)

Add to Collection

Article Remote Sensing

Derivation of a tasselled cap transformation based on Landsat 7 at-satellite reflectance

C Huang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Add to Collection

Review Environmental Sciences

Status of land cover classification accuracy assessment

GM Foody

REMOTE SENSING OF ENVIRONMENT (2002)

Add to Collection

© Peeref 2019-2024. All rights reserved.