mgade.jpg MartinGade


Projects

Dr. Gade has been participating in various national and international projects:

ongoing:

EO data projects:

Types (REDIWaSST) (CSA, ESA; partners Brockmann Consult and German National Park Agency) REDIWaSST builds upon previous projects (SOAR 5077, ESA 5849, ESA 3584), which aimed at the use of Synthetic Aperture Radar (SAR) data for an improved classification of surface types on dry-fallen intertidal flats in the German Wadden Sea. While those projects used SAR data acquired at different radar bands, the aim of this effort will be to systematically analyse C-Band SAR data, both historical and newly acquired. Taking benefit of the knowledge gained so far, high-resolution RADARSAT-2 data will be used to derive surface roughness parameters through an inversion of the updated Integral Equation Model (IEM). Those parameters will be used as input into an improved classification system based on optical EO data. Moreover, the comparison of historical and new SAR data of exposed intertidal flats will allow for the detection and quantification of changes in the highly morpho-dynamical Wadden Sea, that have been taken place during the past two decades. By comparing and combining the two remote sensing technologies (SAR and optical) it is hoped that new insights will be gained into the potential of classifying tidal flat surface structures for monitoring purposes.

* Spiral Eddy Statistical Analyses for the Mediterranean Sea using Envisat ASAR Imagery (SESAMeSEA) (ESA; partners UHH and IKI Moscow) In this study Envisat ASAR WSM imagery is used to produce statistics of the spatial and temporal distribution of spiral, sub-mesoscale eddies in the entire Mediterranean Sea. SAR images will be systematically analysed with respect to manifestations of those eddies, i.e. spiral bright or dark signatures. In order to provide a basis for robust statistics more than 3000 medium-resolution images obtained in 2009-2011 are being used. The data processing chain starts with a visual inspection of all SAR images and a detection of sub-mesoscale eddies, followed by statistical analyses of the detected eddies’ locations, sizes, shapes, and visualization mechanisms. Wind speed information gained from the SAR images themselves as well as from other sources (e.g. wind scatterometers) will be used to improve those statistics in terms of the effect of the local wind speed on the SAR visibility of eddies. This will allow for the generation of so-called eddy density maps, which will show the mean spatial and temporal eddy density (or the likelihood of their appearance) for the entire basin.

* Detecting and Tracking Small-Scale Eddies in the Black Sea and the Baltic Sea Using High-Resolution RADARSAT-2 and TerraSAR-X Imagery (DTeddie) (CSA, DLR; leading partner UHH's Informatics Dept., partner IKI Moscow) This project aims at developing algorithms to detect, track and measure small scale eddies using high resolution SAR-Data from both RADARSAT-2 and TerraSAR-X. The principle areas to be investigated are the Black Sea and the Baltic Sea, where mesoscale surface currents may be detected and measured by tracking surface films (natural surface films, oil spills) using SAR- or optical images and applying a combination of maximum-cross-correlation and optical flow techniques. In the frame of this effort, our promising results will be extended to the region of the Black Sea and to the study of small-scale eddies. Special attention is being paid to dynamics of small-scale fronts in those semi-enclosed seas. The input of frontal instabilities in the structure formation process will be highlighted. High resolution radar data provides valuable information on the position of fronts, their origin, peaking, transition and destruction. They will be used to receive statistical and other information about their variability, to observe the formation of meanders along the fronts and their departure with the formation of vortices. Type, form and dynamic characteristics of the phenomena stipulated by a front and observed in its immediate proximity: jets, spiral eddies; vortical dipoles, internal waves etc. will be analyzed. With the high resolution data provided by RADARSAT-2 and TerraSAR-X it will be possible even to study small scale eddies with sizes of less than 1 Km. Using data from both satellites we will benefit from the high spatial resolution, the multiple modes of polarisation (more robust feature detection) and the higher temporal resolution.

* Using TerraSAR-X and RADARSAT-2 Data for an Improved Classification of Wadden Sea Surface Types (UTRICS) (CSA, DLR; partners Brockmann Consult and German National Park Agency) Optical remote sensing techniques are at a pre-operational stage in terms of their use in the classification and quantification of Wadden Sea surface types. In particular, government agencies responsible for monitoring this area and others responsible for implementing the Water Framework Directive are particularly interested in employing such techniques on a routine basis. Within the last 3 years, methods have been developed to integrate optical and SAR for an optimized classification of intertidal flats. This includes multi-frequent as well as multi-temporal approaches. The methods are still under development and need further improvements. Especially with the opportunity to include data from additional sensors will advance the current methodology. Our long-term goal is to include the classification results in the operational monitoring system. First steps have been performed here with optical data but the improved information content retrieved from synergistic classification will bring us further to the needs of the users. A study will be performed how the data and results can be integrated into the operational monitoring program and which data fulfil the requirements of the users – also in terms of cost-benefit – for an operational application.

* Algal Blooming in Regional Eddies due to Air-Sea Tranfers (ABREAST) (ISRO; leading partner Joint Research Centre of the EC) The poroject aims at the synergistic use of ocean colour and scatterometer winds, in order to assess the effects of air-sea interactions on algal blooming in different regions of the Mediterranean Sea. The comparison of (level 3) OCM-2 and Scatterometer data, composited at various time scales, will allow to examine the coupling between phytoplankton growth and wind-induced vertical mixing of surface waters. The case studies to be considered comprise the Ligurian-Provençal Sea (where winter winds lead to deep convection that promote first nutrient upwelling, and then a sustained spring bloom, once the wind relaxes and stratification sets in), and the Levantine Basin (where upwelling due to Ekman pumping, within the cyclonic component of the wind-generated Rhodes-Srapetra vortex pair, also results in similar, if weaker, algal blooms). Continued monitoring of concurrent pigment concentration and wind speed, over a 3-year period, will improve current understanding of coupled biological and physical processes in sub-tropical seas. Further, comparing data from the OCEANSAT-2 mission and historical data sets from previous missions will allow to assess changes that might have occurred due to global warming (e.g. weaker blooming due to stronger stratification and consequent reduced nutrient input by vertical mixing, or again anticipated blooming due to an earlier onset of stratification).

* TUTOR, AUTOR (DLR, ESA, JAXA; leading partner Brockmann Consult, partner German National Park Agency) The Wadden Sea is of major commercial and ecological significance, and has for centuries been exploited by man for communication, transportation, waste disposal, power generation, fisheries and amenity development. For this reason the governments of Germany, Holland and Denmark have proposed that areas of the Wadden Sea be added to the global list of Particularly Sensitive Sea Areas. Monitoring is an integral part of this process and having the appropriate tools for carrying out reliable and accurate measurements is essential for informed decision making. By comparing and combining the two remote sensing technologies, SAR and optical, it is hoped that new insights will be obtained into the potential of classifying tidal flat surface structures for monitoring purposes. The objectives are to assess the value of ALOS ADEN data in combination with both other SAR and optical multispectral scanner data to improve the classification and mapping of important Wadden Sea tidal flat structures (sediment type and mussel beds).

* Systematic Analysis of Signatures of Dry-Fallen Intertidal Flats on ERS and ENVISAT SAR Imagery (SAasFEE) (ESA; partners German National Park Agencies) The distribution of sediments of a given particle size on intertidal flats is of great interest to scientists working in the field of morpho-dynamics and morphology of coastal environments. However, because of the repetitive flooding and the shallow water depth in these areas, intertidal flats are difficult to access both by boat, on foot or by land vehicles. This makes the measurement of soil surface parameters a difficult and time-consuming task. It is therefore worthwhile to conceive a remote sensing technique by which geophysical parameters of intertidal flats can be obtained and by which changes in the morphology and the sediment composition can be monitored. A classification system that is capable of meeting the above requirements has been suggested by Gade et al. (2008). In order to extend this system towards the use of SAR data from different satellites a deeper knowledge of the radar backscattering from intertidal flats and its dependence on environmental parameters and imaging geometry is needed. SAaSFEE uses archived ERS and ENVISAT SAR data to provide a data basis that is crucial for undergoing this challenging task.

* Coastal Ocean surface current Retrievals from SAR Image Sequences and comparisons with currents from optical imagery (CORSIS) (ESA; partners U Miami, U Colorado) Past experience has clearly demonstrated that the Maximum Cross Correlation (MCC) method can be reliably used to map coastal surface currents from sequential infrared satellite imagery. Recent study has extended this to sequences of ocean color imagery while other studies have demonstrated that sequential SAR images can as well be used when surface slicks are present. The aim of CORSIS is to further examine the use of SAR image sequences for surface current computation in areas where routine computation of surface currents is being performed off the U.S. east and west coasts and in the Baltic Proper. The SAR images offer increased resolution and all-weather sensing capabilities features that will become important with the future application of the resulting surface currents, e.g., to search and rescue operations by the U.S. Coast Guard.

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