Freshwater Lake Mapping and its Volumetric Estimation in the Glaciated Valley of Chhombu in Sikkim Himalayas Using High-Resolution Optical (Sentinel-2 MSI) Imagery.
Arindam Chowdhury North Eastern Hill University, India)
Monitoring water pollution in the River Ganga with innovations in airborne remote sensing and drone technology.
Rajiv Sinha (Indian Institute of Technology Kanpur)
1) The document summarizes preliminary findings from using imaging spectroscopy to monitor water pollution in the Ganga River basin.
2) It outlines estimated current water quality status, the potential to detect low levels of chromium pollution, and results from a lab experiment correlating chromium concentrations with spectral signatures.
3) Future challenges include the need for consistent ground validation data and overcoming atmospheric and water chemistry complexities when analyzing hyperspectral satellite imagery of the Ganga River.
This document describes a lidar simulator system designed to study uncertainties in airborne lidar bathymetry (ALB) measurements due to light scattering in water. The simulator uses a pulsed laser beam and telescope to simulate the transmission and reception of laser pulses as they interact with a water surface and column. Preliminary results from the simulator indicate it can be used to measure the ray path of pulses through water and better understand how optical properties like diffuse attenuation affect recorded waveforms. The system aims to improve estimates of ALB measurement uncertainty under different environmental conditions.
This document summarizes a study that used a spectral matching algorithm to estimate water optical properties, water depth, and bottom albedo from a WorldView-2 satellite image of coastal waters in Singapore. The algorithm fitted pixel reflectance spectra to a shallow water reflectance model to derive parameters like water depth, bottom composition, and detect submerged vegetation. Estimates of water depth, bottom albedo, and a vegetation index were produced and helped map different coastal habitats beneath the water surface.
DSD-INT 2017 Delft3D FM hydrodynamic and morphological modelling, Waal River,...Deltares
Presentation by Roy van Weerdenburg, Royal HaskoningDHV, Netherlands, at the Delft3D - User Days (Day 1: Hydrodynamics), during Delft Software Days - Edition 2017. Monday, 30 October 2017, Delft.
1) The document summarizes the use of the TRIAD approach and membrane interface probe (MIP) to expedite the delineation of a source area at a contaminated brownfield site.
2) Real-time data from the MIP allowed for targeted sampling locations to fully characterize contamination hotspots and define the source area within 6 weeks, compared to potential multi-phased investigations over months or years.
3) Using the TRIAD approach and MIP supported sustainability objectives by reducing the carbon footprint and amount of investigation-derived waste.
DSD-INT 2015 - Application of delft3 d to lake Geneva - frederic soulignacDeltares
The document describes a study using the Delft3D hydrodynamic and water quality model to assess the representativeness of water quality data from a single monitoring location in Lake Geneva. The model was able to reproduce observed water temperatures and some spatial patterns in chlorophyll-a concentrations seen by satellite. Going forward, the model will be used to better understand long-term phytoplankton dynamics and impacts of climate events, and to evaluate how well the single monitoring station represents conditions across the large lake.
Monitoring water pollution in the River Ganga with innovations in airborne remote sensing and drone technology.
Rajiv Sinha (Indian Institute of Technology Kanpur)
1) The document summarizes preliminary findings from using imaging spectroscopy to monitor water pollution in the Ganga River basin.
2) It outlines estimated current water quality status, the potential to detect low levels of chromium pollution, and results from a lab experiment correlating chromium concentrations with spectral signatures.
3) Future challenges include the need for consistent ground validation data and overcoming atmospheric and water chemistry complexities when analyzing hyperspectral satellite imagery of the Ganga River.
This document describes a lidar simulator system designed to study uncertainties in airborne lidar bathymetry (ALB) measurements due to light scattering in water. The simulator uses a pulsed laser beam and telescope to simulate the transmission and reception of laser pulses as they interact with a water surface and column. Preliminary results from the simulator indicate it can be used to measure the ray path of pulses through water and better understand how optical properties like diffuse attenuation affect recorded waveforms. The system aims to improve estimates of ALB measurement uncertainty under different environmental conditions.
This document summarizes a study that used a spectral matching algorithm to estimate water optical properties, water depth, and bottom albedo from a WorldView-2 satellite image of coastal waters in Singapore. The algorithm fitted pixel reflectance spectra to a shallow water reflectance model to derive parameters like water depth, bottom composition, and detect submerged vegetation. Estimates of water depth, bottom albedo, and a vegetation index were produced and helped map different coastal habitats beneath the water surface.
DSD-INT 2017 Delft3D FM hydrodynamic and morphological modelling, Waal River,...Deltares
Presentation by Roy van Weerdenburg, Royal HaskoningDHV, Netherlands, at the Delft3D - User Days (Day 1: Hydrodynamics), during Delft Software Days - Edition 2017. Monday, 30 October 2017, Delft.
1) The document summarizes the use of the TRIAD approach and membrane interface probe (MIP) to expedite the delineation of a source area at a contaminated brownfield site.
2) Real-time data from the MIP allowed for targeted sampling locations to fully characterize contamination hotspots and define the source area within 6 weeks, compared to potential multi-phased investigations over months or years.
3) Using the TRIAD approach and MIP supported sustainability objectives by reducing the carbon footprint and amount of investigation-derived waste.
DSD-INT 2015 - Application of delft3 d to lake Geneva - frederic soulignacDeltares
The document describes a study using the Delft3D hydrodynamic and water quality model to assess the representativeness of water quality data from a single monitoring location in Lake Geneva. The model was able to reproduce observed water temperatures and some spatial patterns in chlorophyll-a concentrations seen by satellite. Going forward, the model will be used to better understand long-term phytoplankton dynamics and impacts of climate events, and to evaluate how well the single monitoring station represents conditions across the large lake.
Espectroscopia de Emissão óptica com plasma induzido por laser: Um novo e ver...NetNexusBrasil
Laser-induced breakdown spectroscopy (LIBS) is a versatile elemental analysis technique that can analyze solids, liquids, and gases. It uses a pulsed laser to ablate a small amount of sample, creating a plasma from which emitted light is analyzed to determine the sample's elemental composition. LIBS has several advantages over other techniques like requiring little to no sample preparation, allowing for rapid, in-situ multi-element analysis of a wide range of materials. The document discusses applications of LIBS in analyzing soils, plants, and other materials to determine elemental profiles and concentrations.
DSD-INT 2017 The unsaturated zone MetaSWAP-package, recent developments - Van...Deltares
The document describes the MetaSWAP package, a method for simulating unsaturated zone processes in MODFLOW. MetaSWAP uses pre-generated steady-state soil moisture profiles to calculate water balances with computational boxes. This allows faster simulation than Richards equation models like SWAP. The document discusses coupling MetaSWAP to MODFLOW, the salinity model TRANSOL, and the crop model WOFOST. MetaSWAP is shown to simulate unsaturated zone flow and transport processes 10-50 times faster than SWAP with stable coupling to MODFLOW.
DSD-INT 2017 Coupling 3D models and earth observation to develop algae foreca...Deltares
Presentation by Miguel Dionisio Pires, Deltares, The Netherlands, and Yi Hong, École des Ponts ParisTech, France, at the Delft3D - User Days (Day 3: Water quality and ecology), during Delft Software Days - Edition 2017. Wednesday, 1 November 2017, Delft.
1) Earth observation techniques are increasingly being used to monitor inland waters at large scales, but challenges remain due to the diversity of water types and lack of standardized algorithms and validation approaches.
2) A global partnership called LIMNADES has collected in situ data from over 1500 inland systems to develop and validate remote sensing algorithms for water quality parameters like chlorophyll-a and total suspended solids.
3) Optical water types have been classified to cluster similar water bodies and allow algorithms to be tuned for different water types to improve accuracy.
Satellite-and Ground-based Red Tide Detection Method and System by Means of P...Waqas Tariq
A method for detection of red tide by means of remote sensing reflectance peak shift is proposed together with suspended solid influence eliminations. Although remote sensing reflectance peak is situated at around 550nm for sea water without suffered from red tide, the peak is shifted to the longer wavelength when sea water is suffered from red tide. Based on this fact, it is capable to detect red tide using high wavelength resolution of spectroradiometers. The proposed system uses green color filtered cameras. Acquired imagery data can be transmitted through wireless LAN to Internet terminal and can be archived in server through Internet. This is the proposed ground based red tide monitoring system. The paper also proposes a method for removing suspended solid influence on red tide suffered area estimations. The proposed method and system is validated in laboratory and field experiments. The system is deployed at coastal areas of Ariake Sea in Kyushu, Japan.
1. Monthly sampling trips were taken to 9 National Reference Stations to measure chlorophyll-a, salinity, total alkalinity, and temperature over 4 years.
2. The document proposes using measurements of sea surface salinity, sea surface temperature, and chlorophyll-a from satellites combined with an algorithm to model total alkalinity and pH levels around the Australian coastline to monitor ocean acidification.
3. Models were developed using measurements from the 9 stations. The non-conservative model, which accounts for processes affecting total alkalinity beyond salinity, provided a better fit with errors generally between 4-10 μmolkg-1.
DSD-INT 2017 Evaluating Storm Erosion with XBeach on beaches protected by sub...Deltares
Presentation by Marissa Yates (Saint-Venant Hydraulics Laboratory & Cerema) at the XBeach X (10th Year Anniversary) Conference, during Delft Software Days - Edition 2017. Wednesday, 1 November 2017, Delft.
DSD-INT 2018 Characterizing the drivers of coral reef hydrodynamics at the Ro...Deltares
Presentation by Camille Grimaldi, University of Western Australia, Australia, at the Delft3D - User Days (Day 2: Hydrodynamics), during Delft Software Days - Edition 2018. Tuesday, 13 November 2018, Delft.
A geomatics approach to the interpretation of Ground Penetrating Radar (GPR)Stuart Glenday
Presentation to Dept. of Geogrpahy, Queen Mary University of London. Use of 3d visualisation and Geomatics techniques to support interpretation of GPR data.
Review on Study of Lake Water Using Multi Sensor Remote Sensing DataIOSR Journals
This document reviews using multi-sensor remote sensing data to study lake water quality. It discusses using IRS LISS III, Landsat TM/ETM+, and OCEANSAT-1 data to extract information on lake areas, surface temperatures, and water quality parameters. A classification scheme is created to assess Secchi depth, turbidity, chlorophyll-α, and total phosphorus based on spectral band combinations. The review examines previous methods used to retrieve these water quality variables from satellite imagery and develops a methodology using ground measurements and remote sensing.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
1. Airborne acquisitions were conducted using the DRIVE Ka-band radar integrated on the BUSARD motor glider over various sites including rivers, wetlands, and coastal areas.
2. Near-field measurements of water surface backscattering were also taken using a network analyzer and steerable antenna under varying wind conditions.
3. The acquisitions and measurements will help validate models of Ka-band backscattering from different surface types and improve the simulation of KaRIn/SWOT radar images and interferometry.
Presentation given at the 2nd SILTFLUX workshop on 19/05/2015 at UCD. Authors: Anna Rymszewicz, John O'Sullivan, Michael Bruen, Jonathan Turner, Mary Kelly-Quinn, Damian Lawler, Elisabeth Conroy
Infrared Spectroscopy and its potential for estimation of soil propertiesExternalEvents
The second lab managers’ meeting of the South-East Asia Laboratory NETwork (SEALNET) took place on 19 - 23 November 2018 in ICAR-IISS (Indian Institute of Soil Science), Bhopal, India.
Dr. K M Hati, Principal Scientist, ICAR-IISS, Bhopal, India (1st Day)
Sediment Assessment of UJJANI Reservoir in Maharashtra by using Remote Sensin...IRJET Journal
This document summarizes a study that uses remote sensing to assess sedimentation in the Ujjani Reservoir in Maharashtra, India. Landsat satellite imagery from 2001-2002 was analyzed using NDWI to identify water pixels and calculate changing water spread areas over time. This allowed the researchers to generate a revised capacity-elevation curve and estimate total sedimentation in the reservoir over 34 years was about 207.822 cubic meters, at a rate of 6.65 hectare-meters per 100 square kilometers per year. Remote sensing provided a more efficient approach than traditional surveys to periodically evaluate sedimentation and inform management of the reservoir's longevity.
Effects of shale volume distribution on the elastic properties of reserviors ...DR. RICHMOND IDEOZU
Shale volume (Vsh) estimation has been carried out on three selected reservoirs (Nan.1, Nan.2, and Nan.4) distributed across four wells (01, 03, 06, and 12) in Nantin Field, using petrophysical analysis and reservoir modeling techniques with a view to understanding the reservoir elastic properties. Materials utilized for this research work include: Well Log data (Gamma Ray Log, Resistivity Log, Sonic Log, Density Log, Neutron porosity log), and a 3-D Seismic volume were used for the study. Sand and shale were the prevalent lithologies in Nantin Field. Nan. 1 reservoir was thickest in Nantin well 12 (29.7ft), Nantin 2 reservoir was thickest in Nantin Well 12 (30.9ft) while Nantin 4 reservoir was thickest in Well 3 (72ft). Correlation well panel across the Field showed that Nantin 4 reservoir, was thicker than Nan 1 and Nan 2 Reservoir respectively. Normal and synthetic Faults were also mapped, the trapping system in the field includes anticlines in association with fault closures. The thicknesses and lateral extents of these reservoirs were delineated into three zones (1, 2, and 3) which were modeled appropriately. Petrophysical and some elasticity parameters such as Poisson ratio (PR), Acoustic Impedance (AI), and Reflectivity Coefficient (RC) were evaluated for the wells. The results from elasticity evaluation showed a high Poisson Ratio of 0.40 in Nantin 2 reservoir of Well 12 based on high shale volume distribution of 0.70 indicating high stress level and possible boundary to hydraulic fracture. The lowest Poisson Ratio was evaluated in Nantin reservoir of Well 1 with lowest shale volume of 0.18 which indicates weak zones and may not constrain a fracturing job. Results from Acoustic impedance showed a high AI value of 7994.3 in Nan 2 Reservoir compared to Nan.1 which has the least AI value of 7447.3 because of low shale volume. A higher Reflectivity Coefficient of 0.01 was recorded in Nan.2 reservoir indicating bright spot while a lower RC of -0.00023 was recorded in Nan.4 Reservoir indicating dim spot. Hydrocarbon volume estimate of the three reservoirs showed 163mmstb in Nan.1 reservoir, 169mmstb, in Nantin 2 reservoir and 115mmstb in Nan. 4 Reservoir. The reservoirs encountered were faulted and laterally extensive. Nantin 2 reservoir was more prolific with a STOIIP of 169 mmstb compared to Nan. 1 with a STOIP of 163 mmstb and Nantin.4 with a STOIP of 115 mmstb, because of its good petrophysical values, facies quality and low shale volume distributions.
Espectroscopia de Emissão óptica com plasma induzido por laser: Um novo e ver...NetNexusBrasil
Laser-induced breakdown spectroscopy (LIBS) is a versatile elemental analysis technique that can analyze solids, liquids, and gases. It uses a pulsed laser to ablate a small amount of sample, creating a plasma from which emitted light is analyzed to determine the sample's elemental composition. LIBS has several advantages over other techniques like requiring little to no sample preparation, allowing for rapid, in-situ multi-element analysis of a wide range of materials. The document discusses applications of LIBS in analyzing soils, plants, and other materials to determine elemental profiles and concentrations.
DSD-INT 2017 The unsaturated zone MetaSWAP-package, recent developments - Van...Deltares
The document describes the MetaSWAP package, a method for simulating unsaturated zone processes in MODFLOW. MetaSWAP uses pre-generated steady-state soil moisture profiles to calculate water balances with computational boxes. This allows faster simulation than Richards equation models like SWAP. The document discusses coupling MetaSWAP to MODFLOW, the salinity model TRANSOL, and the crop model WOFOST. MetaSWAP is shown to simulate unsaturated zone flow and transport processes 10-50 times faster than SWAP with stable coupling to MODFLOW.
DSD-INT 2017 Coupling 3D models and earth observation to develop algae foreca...Deltares
Presentation by Miguel Dionisio Pires, Deltares, The Netherlands, and Yi Hong, École des Ponts ParisTech, France, at the Delft3D - User Days (Day 3: Water quality and ecology), during Delft Software Days - Edition 2017. Wednesday, 1 November 2017, Delft.
1) Earth observation techniques are increasingly being used to monitor inland waters at large scales, but challenges remain due to the diversity of water types and lack of standardized algorithms and validation approaches.
2) A global partnership called LIMNADES has collected in situ data from over 1500 inland systems to develop and validate remote sensing algorithms for water quality parameters like chlorophyll-a and total suspended solids.
3) Optical water types have been classified to cluster similar water bodies and allow algorithms to be tuned for different water types to improve accuracy.
Satellite-and Ground-based Red Tide Detection Method and System by Means of P...Waqas Tariq
A method for detection of red tide by means of remote sensing reflectance peak shift is proposed together with suspended solid influence eliminations. Although remote sensing reflectance peak is situated at around 550nm for sea water without suffered from red tide, the peak is shifted to the longer wavelength when sea water is suffered from red tide. Based on this fact, it is capable to detect red tide using high wavelength resolution of spectroradiometers. The proposed system uses green color filtered cameras. Acquired imagery data can be transmitted through wireless LAN to Internet terminal and can be archived in server through Internet. This is the proposed ground based red tide monitoring system. The paper also proposes a method for removing suspended solid influence on red tide suffered area estimations. The proposed method and system is validated in laboratory and field experiments. The system is deployed at coastal areas of Ariake Sea in Kyushu, Japan.
1. Monthly sampling trips were taken to 9 National Reference Stations to measure chlorophyll-a, salinity, total alkalinity, and temperature over 4 years.
2. The document proposes using measurements of sea surface salinity, sea surface temperature, and chlorophyll-a from satellites combined with an algorithm to model total alkalinity and pH levels around the Australian coastline to monitor ocean acidification.
3. Models were developed using measurements from the 9 stations. The non-conservative model, which accounts for processes affecting total alkalinity beyond salinity, provided a better fit with errors generally between 4-10 μmolkg-1.
DSD-INT 2017 Evaluating Storm Erosion with XBeach on beaches protected by sub...Deltares
Presentation by Marissa Yates (Saint-Venant Hydraulics Laboratory & Cerema) at the XBeach X (10th Year Anniversary) Conference, during Delft Software Days - Edition 2017. Wednesday, 1 November 2017, Delft.
DSD-INT 2018 Characterizing the drivers of coral reef hydrodynamics at the Ro...Deltares
Presentation by Camille Grimaldi, University of Western Australia, Australia, at the Delft3D - User Days (Day 2: Hydrodynamics), during Delft Software Days - Edition 2018. Tuesday, 13 November 2018, Delft.
A geomatics approach to the interpretation of Ground Penetrating Radar (GPR)Stuart Glenday
Presentation to Dept. of Geogrpahy, Queen Mary University of London. Use of 3d visualisation and Geomatics techniques to support interpretation of GPR data.
Review on Study of Lake Water Using Multi Sensor Remote Sensing DataIOSR Journals
This document reviews using multi-sensor remote sensing data to study lake water quality. It discusses using IRS LISS III, Landsat TM/ETM+, and OCEANSAT-1 data to extract information on lake areas, surface temperatures, and water quality parameters. A classification scheme is created to assess Secchi depth, turbidity, chlorophyll-α, and total phosphorus based on spectral band combinations. The review examines previous methods used to retrieve these water quality variables from satellite imagery and develops a methodology using ground measurements and remote sensing.
IJRET : International Journal of Research in Engineering and Technology is an international peer reviewed, online journal published by eSAT Publishing House for the enhancement of research in various disciplines of Engineering and Technology. The aim and scope of the journal is to provide an academic medium and an important reference for the advancement and dissemination of research results that support high-level learning, teaching and research in the fields of Engineering and Technology. We bring together Scientists, Academician, Field Engineers, Scholars and Students of related fields of Engineering and Technology
1. Airborne acquisitions were conducted using the DRIVE Ka-band radar integrated on the BUSARD motor glider over various sites including rivers, wetlands, and coastal areas.
2. Near-field measurements of water surface backscattering were also taken using a network analyzer and steerable antenna under varying wind conditions.
3. The acquisitions and measurements will help validate models of Ka-band backscattering from different surface types and improve the simulation of KaRIn/SWOT radar images and interferometry.
Presentation given at the 2nd SILTFLUX workshop on 19/05/2015 at UCD. Authors: Anna Rymszewicz, John O'Sullivan, Michael Bruen, Jonathan Turner, Mary Kelly-Quinn, Damian Lawler, Elisabeth Conroy
Infrared Spectroscopy and its potential for estimation of soil propertiesExternalEvents
The second lab managers’ meeting of the South-East Asia Laboratory NETwork (SEALNET) took place on 19 - 23 November 2018 in ICAR-IISS (Indian Institute of Soil Science), Bhopal, India.
Dr. K M Hati, Principal Scientist, ICAR-IISS, Bhopal, India (1st Day)
Sediment Assessment of UJJANI Reservoir in Maharashtra by using Remote Sensin...IRJET Journal
This document summarizes a study that uses remote sensing to assess sedimentation in the Ujjani Reservoir in Maharashtra, India. Landsat satellite imagery from 2001-2002 was analyzed using NDWI to identify water pixels and calculate changing water spread areas over time. This allowed the researchers to generate a revised capacity-elevation curve and estimate total sedimentation in the reservoir over 34 years was about 207.822 cubic meters, at a rate of 6.65 hectare-meters per 100 square kilometers per year. Remote sensing provided a more efficient approach than traditional surveys to periodically evaluate sedimentation and inform management of the reservoir's longevity.
Effects of shale volume distribution on the elastic properties of reserviors ...DR. RICHMOND IDEOZU
Shale volume (Vsh) estimation has been carried out on three selected reservoirs (Nan.1, Nan.2, and Nan.4) distributed across four wells (01, 03, 06, and 12) in Nantin Field, using petrophysical analysis and reservoir modeling techniques with a view to understanding the reservoir elastic properties. Materials utilized for this research work include: Well Log data (Gamma Ray Log, Resistivity Log, Sonic Log, Density Log, Neutron porosity log), and a 3-D Seismic volume were used for the study. Sand and shale were the prevalent lithologies in Nantin Field. Nan. 1 reservoir was thickest in Nantin well 12 (29.7ft), Nantin 2 reservoir was thickest in Nantin Well 12 (30.9ft) while Nantin 4 reservoir was thickest in Well 3 (72ft). Correlation well panel across the Field showed that Nantin 4 reservoir, was thicker than Nan 1 and Nan 2 Reservoir respectively. Normal and synthetic Faults were also mapped, the trapping system in the field includes anticlines in association with fault closures. The thicknesses and lateral extents of these reservoirs were delineated into three zones (1, 2, and 3) which were modeled appropriately. Petrophysical and some elasticity parameters such as Poisson ratio (PR), Acoustic Impedance (AI), and Reflectivity Coefficient (RC) were evaluated for the wells. The results from elasticity evaluation showed a high Poisson Ratio of 0.40 in Nantin 2 reservoir of Well 12 based on high shale volume distribution of 0.70 indicating high stress level and possible boundary to hydraulic fracture. The lowest Poisson Ratio was evaluated in Nantin reservoir of Well 1 with lowest shale volume of 0.18 which indicates weak zones and may not constrain a fracturing job. Results from Acoustic impedance showed a high AI value of 7994.3 in Nan 2 Reservoir compared to Nan.1 which has the least AI value of 7447.3 because of low shale volume. A higher Reflectivity Coefficient of 0.01 was recorded in Nan.2 reservoir indicating bright spot while a lower RC of -0.00023 was recorded in Nan.4 Reservoir indicating dim spot. Hydrocarbon volume estimate of the three reservoirs showed 163mmstb in Nan.1 reservoir, 169mmstb, in Nantin 2 reservoir and 115mmstb in Nan. 4 Reservoir. The reservoirs encountered were faulted and laterally extensive. Nantin 2 reservoir was more prolific with a STOIIP of 169 mmstb compared to Nan. 1 with a STOIP of 163 mmstb and Nantin.4 with a STOIP of 115 mmstb, because of its good petrophysical values, facies quality and low shale volume distributions.
ESTIMATION OF DEPTH OF RIVER BY BATHYMETRY OF SATELLITE IMAGESIRJET Journal
This document discusses using satellite imagery to estimate the depth of rivers. It outlines previous work using machine learning techniques like random forest and deep learning to process satellite images and generate bathymetry maps. The methodology section describes preprocessing steps like separating land and water pixels and correcting for light attenuation through the water column. It then explains Lyzenga's method for creating depth-invariant indices using ratios between spectral bands to estimate river depth without requiring water depth measurements. Results found combining high-resolution multispectral imagery with machine learning can generate accurate topographical maps for bathymetry. Future work involves applying these deep learning techniques to real satellite data and improving accuracy.
SWOT is a satellite mission to measure global water storage on land and ocean topography with unprecedented resolution and coverage. It will observe lakes as small as 250m x 250m, rivers 100m wide, and ocean eddies with 10km wavelengths. This high resolution data will provide key insights into water budgets on land and energy transport in oceans, enabling better climate predictions and fresh water management in response to climate change. Other applications include ocean bathymetry, sea ice thickness, and ice sheet topography.
Assessment of reservoir sedimentation by remote sensingAnjani Kumari
This document discusses using remote sensing to assess sedimentation in reservoirs. It describes how conventional hydrographic surveys are costly and tedious, while remote sensing techniques offer a modern alternative. Satellite remote sensing can be used to estimate storage capacity loss in reservoirs due to sedimentation. The methodology involves preprocessing satellite data, identifying water pixels, and computing reservoir capacity. Water pixels are identified using a modified normalized difference water index method. Capacity between elevations is then computed using a prismoidal formula and water spread areas at corresponding elevations.
Extraction of Water-body Area from High-resolution Landsat Imagery IJECEIAES
Extraction of water bodies from satellite imagery has been broadly explored in the current decade. So many techniques were involved in detecting of the surface water bodies from satellite data. To detect and extracting of surface water body changes in Nagarjuna Sagar Reservoir, Andhra Pradesh from the period 1989 to 2017, were calculated using Landsat-5 TM, and Landsat-8 OLI data. Unsupervised classification and spectral water indexing methods, including the Normalized Difference Vegetation Index (NDVI), Normalized Difference Moisture Index (NDMI), Normalized Difference Water Index (NDWI), and Modified Normalized Difference Water Index (MNDWI), were used to detect and extraction of the surface water body from satellite data. Instead of all index methods, the MNDWI was performed better results. The Reservoir water area was extracted using spectral water indexing methods (NDVI, NDWI, MNDWI, and NDMI) in 1989, 1997, 2007, and 2017. The shoreline shrunk in the twenty-eight-year duration of images. The Reservoir Nagarjuna Sagar lost nearly around one-fourth of its surface water area compared to 1989. However, the Reservoir has a critical position in recent years due to changes in surface water and getting higher mud and sand. Maximum water surface area of the Reservoir will lose if such decreasing tendency follows continuously.
Watershed delineation and LULC mappingKapil Thakur
Watershed Delineation - a watershed as an enormous bowl. As water falls onto the bowl’s rim, it either flows down the inside of the bowl or down the outside of the bowl. The rim of the bowl or the watershed boundary is sometimes referred to as the ridgeline or watershed divide. This ridge line separates one watershed from
another.
Topographic maps created by the United States Geological Survey can help you to determine a watershed’s boundaries.
Land use and land cover map (LULC Mapping) -
Land cover indicates the physical land type such as forest or open water whereas land use documents how people are using the land. … Land cover maps provide information to help managers best understand the current landscape. To see change over time, land cover maps for several different years are needed.
Csp seismic data processing method for fracture oil and gas reservoir prospec...wsspsoft
1. The document describes a Common Scattering Point (CSP) seismic data processing method for prospecting fracture and cavernous oil and gas reservoirs. CSP technology uses supercomputer capabilities to separate reflected and scattered seismic waves to image subsurface geologic features.
2. CSP processing was demonstrated on 2D and 3D seismic data from several oilfields in Western Siberia, revealing fracture and cavernous reservoirs that conventional methods could not detect. New exploration wells drilled based on CSP results were productive.
3. CSP technology provides improved resolution of subsurface features compared to conventional processing and enables more accurate prediction of fracture-cavernous reservoirs, with correlations seen between diffractor amplitudes and oil flow rates.
1) The document analyzes optical water types in the Ligurian Sea using data from the REP10 cruise. It finds the sea contains multiple types, varying especially near coasts, rather than just Type III as assumed by current models.
2) Optical profiles from the cruise were processed to determine water types based on Jerlov's classifications. Types were mapped using satellite data and by interpolating in-situ measurements.
3) The analysis shows the solar radiation scheme in ocean models needs redefining as the Ligurian Sea contains differing water types, not just Type III as currently assumed. Future work should collect more open-sea data for improved interpolation.
Ocean Dynamics and Sediment Transport Measuring Acoustic and Optical InstrumentsIRJET Journal
This document discusses instruments used to measure ocean dynamics and sediment transport. It describes acoustic instruments like the Acoustic Doppler Current Profiler (ADCP) which uses Doppler shift from sound waves to measure ocean currents and velocity profiles with 1% accuracy. Optical instruments are also discussed, such as the optical backscatter sensor which uses infrared light scattering to measure turbidity and suspended solids above 1 kg/m3. The document analyzes these acoustic and optical techniques to effectively measure parameters like velocity, turbidity, and sediment size/concentration for understanding coastal hydrodynamics and sediment transport.
The document summarizes a study that investigated the existence of an ancient lost river in Puri, India called the Saradha River. Satellite images, GPR surveys, and field validation were used. The analyses identified three curvilinear vegetation traces that have characteristics of paleochannels, including a higher proportion of water. GPR profiling along one trace revealed a V-shaped subsurface feature indicative of an infilled river valley. The study concludes that satellite images, GPR surveys, and field validation provide evidence to confirm the existence of the lost Saradha River described in ancient texts.
Supervised classification and improved filtering method for shoreline detection.Dr Amira Bibo
ABSTRACT
Shoreline monitoring is important to overcome the problems in the measurement of the shoreline. Recently,
many researchers have directed attention to methods of predicting shoreline changes by the use of
multispectral images. However, the images being captured tend to have several problems due to the weather.
Therefore, identification of multi class features which includes vegetation and shoreline using multispectral
satellite image is one of the challenges encountered in the detection of shoreline. An efficient framework
using the near infrared–histogram equalisation and improved filtering method is proposed to enhance the
detection of the shoreline in Tanjung Piai, Malaysia, by using SPOT-5 images. Sub-pixel edge detection andthe Wallis filter are used to compute the edge location with the subpixel accuracy and reduce the noise. Then,the image undergoes image classification process by using Support Vector Machine. The proposed method performed more effectively and reliable in preserving the missing line of the shoreline edge in the SPOT-5
images.
A study of himreen reservoir water quality using in situAlexander Decker
This document summarizes a study of the water quality of Himreen Reservoir in Iraq using remote sensing techniques and in situ measurements. Satellite images from 1989 and 2002 were analyzed to study parameters like turbidity and suspended sediments. Water samples from 12 locations were also tested. The results show a correlation between higher reflectance in images and higher turbidity. The reservoir water was found to be of medium salinity and good quality. A comparison of the two years showed less shallow water and suspended sediments in 2002, likely due to changes in climate and river flow.
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaGlobal CCS Institute
This document summarizes Gonzalo Zambrano's presentation on monitoring, measuring and verification (MMV) for CO2 storage projects. It discusses the Aquistore project, which aims to demonstrate safe CO2 storage in deep saline formations in Alberta, Canada. The Aquistore project involves injecting CO2 into a saline formation over 3 km underground and uses various surface and downhole techniques to monitor the CO2 plume and ensure containment. These include 3D and time-lapse seismic surveys, a permanent seismic array, tiltmeters, GPS, and soil gas and groundwater monitoring.
mpact of Urbanization on Land Surface Temperature - A Case Study of Kolkata N...theijes
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3.11 IUKWC Workshop Freshwater EO - Arindam Chowdhury - Jun17
1. FRESHWATER LAKE MAPPING AND ITS VOLUMETRIC ESTIMATION IN THE
GLACIATED VALLEY OF CHHOMBU IN SIKKIM HIMALAYAS USING HIGH
RESOLUTION OPTICAL (SENTINEL-2 MSI) IMAGERY
1Department of Geography, North-Eastern Hill University, Shillong
2Centre for the Study of Regional Development, Jawaharlal Nehru University, New Delhi
India
*EMAIL ID: arindam.iirs2015@gmail.com
*Arindam Chowdhury1; Prof. Sunil Kumar De1; Manasi Debnath1; Prof. Milap Chand Sharma2
IUKWC Workshop
University of Stirling, UK
2. IMPORTANCE OF THE STUDY
• Recent glacier fluctuation in Sikkim Himalaya has given rise to the formation of
numerous freshwater cryospheric lakes and hazards originated from the lakes
(e.g. GLOF) may affect the downstream region of Sikkim devastatingly.
• Inaccessibility of Himalayan high altitudinal region promote the application of
high resolution optical satellite imagery (Sentinel-2 MSI) for monitoring
cryospheric lakes which may reduce the risk of such hazards.
• Shadow effect in mountainous region, depth of lake water, sediment flux,
proximity to the glacier enhanced the need of proper lake boundary
delineation.
3. STUDY REGION: CHHOMBU CATCHMENT
• Extension: 27°55’ to 28°04’N and 88°37’ to
88°50’E.
• Extremely cold winters and mild summers, but
dry all year round.
• According to Köppen-Geiger climate classification,
the lower reaches of the catchment is
characterised by temperate climate (Cwb);
whereas high mountainous region in the north-east
and south-east resemble by the combination of
tundra climate (ET) and Cold Semi-arid climate
(Bsk).
4. OBJECTIVES
• To test the suitability of sentinel-2 multispectral imager’s (MSI) data for
freshwater glacial lake mapping with best-suited image transformation
methods
• To estimate the area and volume of the selected lakes
5. DATABASE:
Satellite
Sensors
Acquired
date
Repeat
coverage
interval (days)
Band Number
Spatial Resolution (m)
#Sentinel 2A MSI 2016-OCT-18 10
B2 - Blue 10
B3 - Green 10
B4 - Red 10
B8 - NIR 10
B11 - SWIR 20*
Google Earth - - - 1.65 to 2.62
SRTM DEM - - - 30
Source: ESA Sentinel-2 Pre-Operations Hub (https://scihub.copernicus.eu/) SRTM DEM from USGS.
Note:
• *The spatial resolution of Band 11 (SWIR) is increased from 20 m to 10 m through resampling method.
• #The performance of the satellite data is best during the cloud-, snow- and ice-free season.
• The Sentinel-2 (MSI) Level-1C product is composed of 100 km * 100 km tiles in the UTM/WGS84 projection
and provides the TOA reflectance.
• The use of Top-Of-Atmospheric (TOA) spectral reflectance values are more useful than DN (Digital Number)
values of RS data for the detection and discrimination of snow-ice and water from other objects.
6. (a) Ten-metre False Colour Map (RGB) (b) 10-m Green Band 3
Datasets:
(c) 10-m NIR Band 8 (d) 10-m SWIR Band 11
7. • MCA (Multi Criteria Analysis) is one of the most common
geospatial tools that has been designed to facilitate feature
extraction (viz. Water bodies, Lake Ice, Snow, Shadow etc.) and
aid in decision making.
8. SPECTRAL WATER INDICES:
Various scholars have used different band rationing indices to extract water bearing pixels.
• NDWI1 (MCFEETERS, 1996): This is designed to: (1) maximize the reflectance of the water body
in green band; (2) minimize the reflectance of water body in the NIR band
𝑁𝐷𝑊𝐼1
10𝑚 =
Ρ3 𝐺𝑟𝑒𝑒𝑛 − Ρ8 (𝑁𝐼𝑅)
Ρ3 𝐺𝑟𝑒𝑒𝑛 + Ρ8 (𝑁𝐼𝑅)
-- Equation 1
• NDWI2 (ROGERS & KEARNEY, 2004): Red and SWIR bands (bands 4 and 11 respectively) to
produce NDWI2. Therefore, NDWI2 for sentinel-2 is calculated as:
𝑁𝐷𝑊𝐼2
10𝑚 =
Ρ4 𝑅𝑒𝑑 − Ρ11 (𝑆𝑊𝐼𝑅)
Ρ4 𝑅𝑒𝑑 + Ρ11 (𝑆𝑊𝐼𝑅)
-- Equation 2
9. • NDWI3 (OUMA & TATEISHI, 2006):
For Sentinel-2, the NIR band has the spatial resolution of 10 m, while the SWIR band
(Band 11) has the spatial resolution of 20 m. Therefore, the spatial resolution of Band
11 is increased from 20 m to 10 m.
Therefore, NDWI3 for sentinel-2 is calculated as:
𝑁𝐷𝑊𝐼3
10𝑚 =
ρ11 𝑆𝑊𝐼𝑅 − ρ8 (𝑁𝐼𝑅)
ρ11 𝑆𝑊𝐼𝑅 + ρ8 (𝑁𝐼𝑅)
-- Equation 3
Where,
ρ11 is the TOA reflectance of the Band 11 (the SWIR band) and ρ8 is the TOA
reflectance of the Band 8 (the NIR band) of Sentinel-2 MSI.
10. SPECTRAL SNOW INDEX:
• NDSI 10m helps to separate different water forms and glacial debris. Because snow
has maximum absorption in short wave infrared portion and maximum reflectance in
visible region (Green band). The 10m NDSI is calculated as:
𝑁𝐷𝑆𝐼10𝑚 =
Ρ3 𝐺𝑟𝑒𝑒𝑛 − Ρ11 (𝑆𝑊𝐼𝑅)
Ρ3 𝐺𝑟𝑒𝑒𝑛 + Ρ11 (𝑆𝑊𝐼𝑅)
-- Equation 4
Where ρ11 refers to the TOA reflectance of band 11 at 10 m, which is produced by
downscaling the original 20m band 11.
• NDSIPCA 10m: It is processed by the original green band and the PCA-sharpened 10 m
resampled SWIR band. PCA is an approach based on the component substitution for
spectral transformation of the original data.
• 𝑁𝐷𝑆𝐼10𝑚 =
Ρ3 𝐺𝑟𝑒𝑒𝑛 − Ρ11 (𝑆𝑊𝐼𝑅)
Ρ3 𝐺𝑟𝑒𝑒𝑛 + Ρ11 (𝑆𝑊𝐼𝑅)
--Equation 5PCA
11. SPECTRAL VEGETATION INDEX:
• NDVI 10m ratio for SENTINEL-2 is outlined as:
𝑁𝐷𝑉𝐼10𝑚 =
Ρ8 (𝑁𝐼𝑅)−Ρ4 𝑅𝑒𝑑
Ρ8 𝑁𝐼𝑅 +Ρ4 𝑅𝑒𝑑
--Equation 6
16. • NDWI1 values of different lake water varied differently in the selected environment and
indices value of lake water ranging from 0.23 to 0.81. Lake ice has been separated by NDWI1
values ranging between 0.06-0.39 in the selected glaciated region. NDWI1 also good to
identify shadow and shadow on lake water whose pixel values ranging between 0.23-0.42.
• Out of 3 different NDWI indices, the NDWI3 appropriately delineate the lakes shoreline
boundary but could not able to differentiate water characteristics further.
• Likewise NDWI1, the other index entitled NDVI is also good to separate lake water, lake ice
and shadow on water.
• On the other hand, NDSI does not help to identify lake ice by its index pixel values. But 4
lakes (except Cho Lhamu Lake no. 4) out of 5 have been identified appropriately.
• NDSIPCA calculating after performing the PCA sharpening of 10m - SWIR band increased the
range of pixel values but could not able to differentiate objects further. For example, this
indices can’t identify the ice on lakes.
RESULTS & ANALYSIS:
24. Volume-Area-Depth Relationship
• The following empirical models have been used to estimate the approximate volume of
selected glacial lakes.
EMPIRICAL FORMULAE SOURCE
Volume = 0.104 * (Area)^1.42
(Huggel, Kääb, Haeberli,
Teysseire, & Paul, 2002)
Depth= -11.32+53.21*(Area)^0.3
Volume= Area * Depth
(Chaohai & Sharma, 1988)
Volume= 0.191* (Area)^1.375
(Bahr et al, 1997)
Volume= 0.2055* (Area)^1.36
(Chen & Ohmura, 1990)
Volume= 0.28* (Area)^1.375
(Arendt et al, 2006)
0.000
0.020
0.040
0.060
0.080
0.100
0.120
Volume By
Bahr (Cubic
km)
Volume By
Chaohai
(Cubic km)
Volume By
Huggel
(Cubic km)
Volume By
Chen
(Cubic km)
Volume By
Arendt
(Cubic km)
GLACIALLAKEVOLUMECUBICKM
KhangChung_Lake Gurodongmar_LC_R
Gurudongmar_Lake Cho_Lhamu_Lake
Gurodongmar_LC_L
Fig. Resulting volumes (km3) for the Major Glacial Lakes in the Catchment
25. • Kangchung lake (5) which is a pro glacial lake of Tista Khangse glacier. It has a larger shore
length and area of 1.74 km2 and depth of 51.47m (by Chaohai) followed by Lake no. 3, 1, 4 and
2.
• The Pro-glacial lake no. 5, 2, and 3 are very dynamic in nature respect to the glacier
fluctuations.
• Furthermore, Gurudongmar Lake Complex (Lake no. 1, 2 & 3) share a huge volume of water
(0.1626 cubic km) and due to chain effect of these lakes, therefore these lakes are needed to be
monitored regularly.
• Further in-situ measurements are needed to validate the lake depth and volume.
ANALYSIS:
26. CONCLUSIONS AND FUTURE RECOMMENDATIONS:
• The newly-launched sentinel-2 can provide fine spatial resolution multispectral
imagery at a fine temporal resolution, which makes it an important dataset for
water bodies’ mapping at the global scale.
• Different radiometric image enhancement techniques have already proved to
delineate the Freshwater glacial lakes in the High altitude of Chhombu chu
catchment in Sikkim Himalayas.
• In concise, the whole study has thrown light on the critical signature of the
proglacial lakes on the northern side of Kangchengayo-Pauhunri massif for
which a regular monitoring is required in the era of rapid climate change.
27. THANK YOU SO MUCH
ALL THE HONOURABLE DELEGATES & ORGANISERS FROM
INDIA AND UK
*Arindam Chowdhury1; Prof. Sunil Kumar De1;
Manasi Debnath1; Prof. Milap Chand Sharma2
1Department of Geography, North-Eastern Hill University, Shillong
2Centre for the Study of Regional Development, Jawaharlal Nehru
University, New Delhi
India
*Email id: arindam.iirs2015@gmail.com