Search Results - "Kuenzer, Claudia"
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Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review-Part I: Evolution and Recent Trends
Published in Remote sensing (Basel, Switzerland) (01-05-2020)“…Deep learning (DL) has great influence on large parts of science and increasingly established itself as an adaptive method for new challenges in the field of…”
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Remote Sensing of Grassland Production and Management—A Review
Published in Remote sensing (Basel, Switzerland) (01-06-2020)“…Grasslands cover one third of the earth’s terrestrial surface and are mainly used for livestock production. The usage type, use intensity and condition of…”
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Object Detection and Image Segmentation with Deep Learning on Earth Observation Data: A Review—Part II: Applications
Published in Remote sensing (Basel, Switzerland) (01-09-2020)“…In Earth observation (EO), large-scale land-surface dynamics are traditionally analyzed by investigating aggregated classes. The increase in data with a very…”
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Forest Biodiversity Monitoring Based on Remotely Sensed Spectral Diversity—A Review
Published in Remote sensing (Basel, Switzerland) (01-11-2022)“…Forests are essential for global environmental well-being because of their rich provision of ecosystem services and regulating factors. Global forests are…”
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Spaceborne L-Band Synthetic Aperture Radar Data for Geoscientific Analyses in Coastal Land Applications: A Review
Published in Remote sensing (Basel, Switzerland) (01-07-2020)“…The coastal zone offers among the world’s most productive and valuable ecosystems and is experiencing increasing pressure from anthropogenic impacts: human…”
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Mapping Aquaculture Ponds for the Coastal Zone of Asia with Sentinel-1 and Sentinel-2 Time Series
Published in Remote sensing (Basel, Switzerland) (01-01-2022)“…Asia dominates the world’s aquaculture sector, generating almost 90 percent of its total annual global production. Fish, shrimp, and mollusks are mainly farmed…”
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Global dynamics of the offshore wind energy sector monitored with Sentinel-1: Turbine count, installed capacity and site specifications
Published in International journal of applied earth observation and geoinformation (01-08-2022)“…With the promotion of renewable energy production and a planned phaseout of fossil fuels until 2040, the offshore wind energy sector has expanded and will…”
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Potential of Earth Observation to Assess the Impact of Climate Change and Extreme Weather Events in Temperate Forests—A Review
Published in Remote sensing (Basel, Switzerland) (01-06-2024)“…Temperate forests are particularly exposed to climate change and the associated increase in weather extremes. Droughts, storms, late frosts, floods, heavy…”
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Satellite-Derived Land Surface Temperature Dynamics in the Context of Global Change—A Review
Published in Remote sensing (Basel, Switzerland) (01-04-2023)“…Satellite-derived Land Surface Temperature (LST) dynamics have been increasingly used to study various geophysical processes. This review provides an extensive…”
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Marine Infrastructure Detection with Satellite Data—A Review
Published in Remote sensing (Basel, Switzerland) (01-05-2024)“…A rapid development of marine infrastructures can be observed along the global coasts. Offshore wind farms, oil and gas platforms, artificial islands,…”
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Remote Sensing of Snow Cover Using Spaceborne SAR: A Review
Published in Remote sensing (Basel, Switzerland) (19-06-2019)“…The importance of snow cover extent (SCE) has been proven to strongly link with various natural phenomenon and human activities; consequently, monitoring snow…”
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Forecasting Spatio-Temporal Dynamics on the Land Surface Using Earth Observation Data—A Review
Published in Remote sensing (Basel, Switzerland) (01-11-2020)“…Reliable forecasts on the impacts of global change on the land surface are vital to inform the actions of policy and decision makers to mitigate consequences…”
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Large-Scale Assessment of Coastal Aquaculture Ponds with Sentinel-1 Time Series Data
Published in Remote sensing (Basel, Switzerland) (01-05-2017)“…We present an earth observation based approach to detect aquaculture ponds in coastal areas with dense time series of high spatial resolution Sentinel-1 SAR…”
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Derivation of biomass information for semi-arid areas using remote-sensing data
Published in International journal of remote sensing (01-01-2012)“…The impact of changes in vegetation biomass on the global ecosystem and the future evolution of possible climate change is of high relevance. Above-ground…”
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Agricultural drought conditions over mainland Southeast Asia: Spatiotemporal characteristics revealed from MODIS-based vegetation time-series
Published in International journal of applied earth observation and geoinformation (01-07-2023)“…•Use of MODIS NDVI time series between 2000 and 2021.•Analysis of agricultural drought characteristics and trends at different spatial scales.•Parts of Myanmar…”
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Forest Structure Characterization in Germany: Novel Products and Analysis Based on GEDI, Sentinel-1 and Sentinel-2 Data
Published in Remote sensing (Basel, Switzerland) (01-04-2023)“…Monitoring forest conditions is an essential task in the context of global climate change to preserve biodiversity, protect carbon sinks and foster future…”
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A Novel Method for Automated Supraglacial Lake Mapping in Antarctica Using Sentinel-1 SAR Imagery and Deep Learning
Published in Remote sensing (Basel, Switzerland) (01-01-2021)“…Supraglacial meltwater accumulation on ice sheets can be a main driver for accelerated ice discharge, mass loss, and global sea-level-rise. With further…”
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Remote Sensing of Surface Water Dynamics in the Context of Global Change—A Review
Published in Remote sensing (Basel, Switzerland) (01-05-2022)“…Inland surface water is often the most accessible freshwater source. As opposed to groundwater, surface water is replenished in a comparatively quick cycle,…”
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Trends in Satellite Earth Observation for Permafrost Related Analyses—A Review
Published in Remote sensing (Basel, Switzerland) (01-03-2021)“…Climate change and associated Arctic amplification cause a degradation of permafrost which in turn has major implications for the environment. The potential…”
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Mapping Paddy Rice in China in 2002, 2005, 2010 and 2014 with MODIS Time Series
Published in Remote sensing (Basel, Switzerland) (01-05-2016)“…Rice is an important food crop and a large producer of green-house relevant methane. Accurate and timely maps of paddy fields are most important in the context…”
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