#dataquality β Public Fediverse posts
Live and recent posts from across the Fediverse tagged #dataquality, aggregated by home.social.
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Mistaking Quantity for Quality in Tech and Life - Tech Field Day Podcast
@TechFieldDay @TechFieldDayPod @SFoskett @GuyCurriersFeed @DaveGraham #TFDPodcast #AIFD8 #AI #AgenticAI #AIInfrastructure #AIAgents #AIQuality #DataQuality -
Now that AI has enabled us to have an unlimited amount of content, generated on demand and instantly, we find ourselves questioning the quality of the output. π€ ποΈ
ποΈ This episode of the Tech Field Day Podcast, recorded prior to AI Field Day by delegates Barbara Roos, Guy Currier, Dave Graham, and Stephen Foskett, considers this common trade-off.
#TFDPodcast #AIFD8 #AI #AgenticAI #AIInfrastructure #AIAgents #AIQuality #DataQuality
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Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience -
Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience -
Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience -
Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience -
Missing [Survey, etc] Data Can Be A Geographic Phenomenon
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https://doi.org/10.1080/24694452.2026.2640220 <-- shared paper
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#GIS #mapping #spatial #DataScience #missing #data #spatial #AAG #autocorrelation #geographicallyweightedregression #GWR #imputation #missingdata #survey #surveynonresponse #incomplete #surveyquestions #ethnicity #income #spatialdata #alldataisspatial #UK #FinancialLives #geography #spatialanalysis #geostatistics #location #imputing #statistics #dataset #DataImputation #MissingData #DataCleaning #DataPreprocessing #DataWrangling #DataQuality #DataEngineering #FinancialData #FinancialAnalytics #FinincialModeling #FinDataScience -
This week we were discussing the main challenges of Machine Learning in the #KDAI2026 lecture. It should be very obvious that "bad data quality leads to bad results" :)
However, we were also talking about insufficient number of data, non-representative data, irrelevant features, overfitting and various forms of bias.@fiz_karlsruhe #AI #machinelearning #unicorn #dataquality #lecture #datascience
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LintedData is a linter for RDF and Ontologies for easy use in CI pipelines, we recently released. It checks for common violations of best practices in ontology engineering.
GitLab: https://gitlab.com/dlr-dw/linteddata/
Docker: https://hub.docker.com/r/dlrdw/linteddata/Today I present LintedData at the Helmholtz Metadata Conference 2026 demo session.
Abstract & Poster: https://elib.dlr.de/223803/#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering #HMC2026 @helmholtz_hmc
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LintedData is a linter for RDF and Ontologies for easy use in CI pipelines, we recently released. It checks for common violations of best practices in ontology engineering.
GitLab: https://gitlab.com/dlr-dw/linteddata/
Docker: https://hub.docker.com/r/dlrdw/linteddata/Today I present LintedData at the Helmholtz Metadata Conference 2026 demo session.
Abstract & Poster: https://elib.dlr.de/223803/#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering #HMC2026 @helmholtz_hmc
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LintedData is a linter for RDF and Ontologies for easy use in CI pipelines, we recently released. It checks for common violations of best practices in ontology engineering.
GitLab: https://gitlab.com/dlr-dw/linteddata/
Docker: https://hub.docker.com/r/dlrdw/linteddata/Today I present LintedData at the Helmholtz Metadata Conference 2026 demo session.
Abstract & Poster: https://elib.dlr.de/223803/#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering #HMC2026 @helmholtz_hmc
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LintedData is a linter for RDF and Ontologies for easy use in CI pipelines, we recently released. It checks for common violations of best practices in ontology engineering.
GitLab: https://gitlab.com/dlr-dw/linteddata/
Docker: https://hub.docker.com/r/dlrdw/linteddata/Today I present LintedData at the Helmholtz Metadata Conference 2026 demo session.
Abstract & Poster: https://elib.dlr.de/223803/#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering #HMC2026 @helmholtz_hmc
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LintedData is a linter for RDF and Ontologies for easy use in CI pipelines, we recently released. It checks for common violations of best practices in ontology engineering.
GitLab: https://gitlab.com/dlr-dw/linteddata/
Docker: https://hub.docker.com/r/dlrdw/linteddata/Today I present LintedData at the Helmholtz Metadata Conference 2026 demo session.
Abstract & Poster: https://elib.dlr.de/223803/#RDF #Ontologies #KnowledgeGraphs #DataQuality #OntologyQuality #OntologyEngineering #HMC2026 @helmholtz_hmc
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Nice To Be 'Back In The Data Trenches' Directly
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https://www.usgs.gov/3d-hydrography-program <-- shared U.S. Geological Survey (USGS) #3DHP home page
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I don't get to be here that often (and that is OK, #ILikeMyJob) - but it is nice to be back working directly with some individual spatial datasets - be it in #QGIS, #ArcGISPro, #PostgreSQL / #PostGIS or wherever...
#GIS #spatial #mapping #water #dataquality #water #hydrography #3DHP #NHD #opendata #USA #MI #reservoirs #dams #pluvial #fluvial #usecase #SQL -
The Power Of Using A Story For Better Data Comprehension And Hence Decision Making
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https://doi.org/10.1080/15228053.2021.2016151 <-- shared book review, βData Story: Explain Data And Inspire Action Through Storyβ
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[I encountered this excellent graphic from @saurabh Rai, and went and explored the ideas put so succinctly here; I found, well, a technical story overview (link above) to βmatchβ; however, this should not be considered an endorsement of this book]
#data #storytelling #data #comprehension #presentation #story #frameworks #context #setting #dataquality #communication #usecase #robustness #insights #correctness #decisionmaking #narratives #decisions -
Die im Projekt AQinDa entwickelte Webanwendung Constrainify hilft dabei, DatenqualitΓ€t zu spezifizieren und zu analysieren, ohne dass dafΓΌr fortgeschrittenes technisches Know-How erforderlich ist. Unsere Kolleg*innen haben dazu im Rahmen eines Workshops eine EinfΓΌhrung verfasst: https://doi.org/10.5281/zenodo.18430881
#dataquality #metadata #datascience #digitalhumanities #vzg #gbv #AQinDa
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#GESISblog #blog #DataQuality #SurveyData
The new post on the GESIS blog shows how the #KODAQS #Toolbox helps to improve the quality of survey data: "The KODAQS Toolbox β Assessing and Mitigating Data Quality Issues - Part 1: Survey Data".
https://blog.gesis.org/the-kodaqs-toolbox-assessing-and-mitigating-data-quality-issues-part-1-survey-data/ -
Bad data breaks business. Data observability builds trust. Are you ready? #DataObservability #DataQuality #DataReliability #DataOps #CIO #CDO #CTO #DataTrust #DigitalTransformation #AI
https://www.linkedin.com/pulse/data-observability-next-frontier-quality-management-mohindroo--lpgtc -
Bad data breaks business. Data observability builds trust. Are you ready? #DataObservability #DataQuality #DataReliability #DataOps #CIO #CDO #CTO #DataTrust #DigitalTransformation #AI
https://medium.com/@sanjay.mohindroo66/data-observability-the-next-frontier-in-data-quality-management-d5d75ea375c7 -
AI adoption matures, but big challenges remain
68% of companies now run custom AI in production, with 81% spending $1M+ annually. But issues like poor data, tough training, and project delays still slow progress. As AI goes mainstream, control and trust are the next big frontiers.
#ArtificialIntelligence #AIDeployment #EnterpriseAI #DataQuality #MachineLearning #GenerativeAI
https://www.artificialintelligence-news.com/news/ai-adoption-matures-deployment-hurdles-remain/
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π Reflect on a year of mastering efficient identity resolution data collection. Revisit our guide to stay ahead in the data-driven world!
Read more π https://lttr.ai/AKOzS
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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Unfilled cells influence models.
"Handling Missing Data in Machine Learning": https://ml-nn.eu/a1/51.html by Calin Sandu @mlnn#missingData #bias #wealth #dataQuality #complexity #dataDev #machineLearning #dataPrep #EDA #dataWrangling
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π‘ Harness the power of multiple data sources for comprehensive identity resolution. See how varied data enhances accuracy and reliability.
Read more π https://lttr.ai/AKOzR
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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π‘οΈ Prioritize data privacy and security in your identity resolution process. Follow our guide to safeguard sensitive information.
Read the full article: Efficient Identity Resolution Data Collection: The Ultimate Guide
βΈ https://lttr.ai/AKOzQ#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity
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Check out this week's new article about how building a high-performing data team requires a careful consideration of both technical & soft skills, catch up on this week's articles & see where I am speaking next!
https://www.linkedin.com/pulse/march-2024-part-5-cher-fox-the-datanista-cdmp-dmnyc
#data #diversityinclusion #dataethics #dataquality #datagovernance #dataengineering #womenindata #paneldiscussion #bestpractices #datasecurity #dataprivacy #dataintegrity #dataliteracy #dataanalytics #datastrategy #datamanagement #ssrs #powerbi #AI #branding
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Check out this week's new article about how building a high-performing data team requires a careful consideration of both technical & soft skills, catch up on this week's articles & see where I am speaking next!
https://www.linkedin.com/pulse/march-2024-part-5-cher-fox-the-datanista-cdmp-dmnyc
#data #diversityinclusion #dataethics #dataquality #datagovernance #dataengineering #womenindata #paneldiscussion #bestpractices #datasecurity #dataprivacy #dataintegrity #dataliteracy #dataanalytics #datastrategy #datamanagement #ssrs #powerbi #AI #branding
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Check out this week's new article about how building a high-performing data team requires a careful consideration of both technical & soft skills, catch up on this week's articles & see where I am speaking next!
https://www.linkedin.com/pulse/march-2024-part-5-cher-fox-the-datanista-cdmp-dmnyc
#data #diversityinclusion #dataethics #dataquality #datagovernance #dataengineering #womenindata #paneldiscussion #bestpractices #datasecurity #dataprivacy #dataintegrity #dataliteracy #dataanalytics #datastrategy #datamanagement #ssrs #powerbi #AI #branding
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Check out this week's new article about how building a high-performing data team requires a careful consideration of both technical & soft skills, catch up on this week's articles & see where I am speaking next!
https://www.linkedin.com/pulse/march-2024-part-5-cher-fox-the-datanista-cdmp-dmnyc
#data #diversityinclusion #dataethics #dataquality #datagovernance #dataengineering #womenindata #paneldiscussion #bestpractices #datasecurity #dataprivacy #dataintegrity #dataliteracy #dataanalytics #datastrategy #datamanagement #ssrs #powerbi #AI #branding
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Check out this week's new article about how building a high-performing data team requires a careful consideration of both technical & soft skills, catch up on this week's articles & see where I am speaking next!
https://www.linkedin.com/pulse/march-2024-part-5-cher-fox-the-datanista-cdmp-dmnyc
#data #diversityinclusion #dataethics #dataquality #datagovernance #dataengineering #womenindata #paneldiscussion #bestpractices #datasecurity #dataprivacy #dataintegrity #dataliteracy #dataanalytics #datastrategy #datamanagement #ssrs #powerbi #AI #branding
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Databricks acquired Boston-based startup Lilac to enhance data quality for large language model (LLM) applications. #llm #data #databricks #lilac #merger #acquisition #ai #dataquality #app #investment #manda #mergeracquisition
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π Unlock the potential of data accessibility for effective identity resolution. Learn to centralize and integrate data seamlessly.
Read more π https://lttr.ai/AKOzP
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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π Elevate your data quality for better decisions and personalized experiences. Explore our steps to ensure data accuracy and integrity.
Read more π https://lttr.ai/AKOzO
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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π Just wrapped up a successful 2-day #DQ4DA workshop in Bonn! Focused on Data Quality for Data Analytics & FAIR Data Management in Agrosystem Research, with insightful participants from the #NFDI consortium #FAIRagro & external researchers. Engaging talks, open discussions, and dynamic breakout sessions made it a memorable event! #DataQuality #FAIR #FDM #ResearchCollaboration π±π"
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π Master the key elements of efficient data collection: quality, accessibility, and privacy. Boost your identity resolution strategies!
Read more π https://lttr.ai/AKiIi
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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π Efficient data collection is vital for precise identity resolution. Discover how it minimizes errors and enriches customer understanding.
Read more π https://lttr.ai/AKh2z
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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π Unravel identity resolution β the key to understanding customers across touchpoints. Learn how it improves marketing and enhances customer experiences.
Read more π https://lttr.ai/AKd0P
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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Efficient Identity Resolution Data Collection: The Ultimate Guide: https://lttr.ai/AKOzH
#DataAccuracy #IdentityResolution #CustomerInsight #MarketingEfficiency #DataCollection #BusinessGrowth #DataQuality #DataPrivacy #DataEnrichment #QualityManagement #DataIntegration #TechInnovation #DataSecurity #PrivacyMatters #DataDiversity #CustomerProfiling #DataDrivenSuccess
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β¦At #SETACDublin @sivanibaskaranβ© presented an amazing approach to best account for #dataquality when conducting #mobility assessments in relation to the #PMT and #vPvM criteria. This approach can be automated!
β¦@ZeroPM_H2020β© β¦@InfoNGIβ©
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An Empirical Study Of The Influence Of Seafloor Morphology On The Uncertainty Of Bathymetric Data
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https://doi.org/10.1080/01490419.2022.2075499 <-- shared paper
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#GIS #spatial #mapping #remotesensing #MBES #GNSS #IMU #hydrospatial #marine #water #bathymetry #topobathy #seafloor #uncertainty #quality #postprocessing #data #dataquality #TPU #bottom #morphology #nautical #charts #chart #shipping -
An Empirical Study Of The Influence Of Seafloor Morphology On The Uncertainty Of Bathymetric Data
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https://doi.org/10.1080/01490419.2022.2075499 <-- shared paper
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#GIS #spatial #mapping #remotesensing #MBES #GNSS #IMU #hydrospatial #marine #water #bathymetry #topobathy #seafloor #uncertainty #quality #postprocessing #data #dataquality #TPU #bottom #morphology #nautical #charts #chart #shipping -
An Empirical Study Of The Influence Of Seafloor Morphology On The Uncertainty Of Bathymetric Data
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https://doi.org/10.1080/01490419.2022.2075499 <-- shared paper
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#GIS #spatial #mapping #remotesensing #MBES #GNSS #IMU #hydrospatial #marine #water #bathymetry #topobathy #seafloor #uncertainty #quality #postprocessing #data #dataquality #TPU #bottom #morphology #nautical #charts #chart #shipping -
An Empirical Study Of The Influence Of Seafloor Morphology On The Uncertainty Of Bathymetric Data
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https://doi.org/10.1080/01490419.2022.2075499 <-- shared paper
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#GIS #spatial #mapping #remotesensing #MBES #GNSS #IMU #hydrospatial #marine #water #bathymetry #topobathy #seafloor #uncertainty #quality #postprocessing #data #dataquality #TPU #bottom #morphology #nautical #charts #chart #shipping -
An Empirical Study Of The Influence Of Seafloor Morphology On The Uncertainty Of Bathymetric Data
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https://doi.org/10.1080/01490419.2022.2075499 <-- shared paper
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#GIS #spatial #mapping #remotesensing #MBES #GNSS #IMU #hydrospatial #marine #water #bathymetry #topobathy #seafloor #uncertainty #quality #postprocessing #data #dataquality #TPU #bottom #morphology #nautical #charts #chart #shipping