Tag: data processing

  • Savvy Navvy scales coverage through advanced geospatial data processing

    Savvy Navvy scales coverage through advanced geospatial data processing

    Marine navigation company Savvy Navvy has developed an in-house approach to processing and reconciling fragmented hydrographic data — combining official hydrographic data with expert geospatial data analysis to scale chart coverage faster and with greater accuracy.

    The latest rollout adds more than 2,200 U.S. lakes and extends coverage into Estonia, Lithuania and Latvia in Europe, opening more waterways for boaters across the globe to explore. This comes not long after Danish charts from hydrographic offices were also added to the navigation app.

    Prioritized by where boaters are most active, the latest update includes all major Minnesota lakes and expands lake coverage in 20 other U.S. states.

    Elena Petru. (Credit: Savvy Navvy)
    Elena Petru. (Credit: Savvy Navvy)

    “Land mapping across much of the developed world, has benefited from sustained investment over several decades. Hydrographic data, the mapping of water, has a different history,” explained Elena Petru, geospatial data engineer at Savvy Navvy. “Survey cycles are longer, coverage is uneven, and for inland waters like lakes and reservoirs the situation is patchier still.

    “Multiple authorities may hold overlapping or conflicting data for the same body of water, formats vary, and there is no single canonical source that can simply be downloaded and trusted. This fragmentation is exactly the challenge our geospatial team is solving through a structured reconciliation process.”

    Petru joined Savvy Navvy in 2023, bringing her geomatics background from land data roles into the specific challenges of marine and inland water charting. Her expertise has enabled development of new data pipelines to overcome these marine charting challenges — marking a significant step in Savvy Navvy’s ongoing chart development program being based on unique, comprehensive data.

    “You’d be surprised how often official sources do not fully line up. One of the main challenges is that the same lake can be represented slightly differently depending on the dataset. The task was not to pick one and apply it, but to compare sources carefully, understand where they differed, and make informed decisions about how each lake should be represented,” Petru said. “By going beyond official sources with our own expert validation process, we can integrate new regions faster while maintaining high data integrity, which overcomes one of the biggest difficulties in marine navigation. It’s exciting to see this data go live in the Savvy Navvy app knowing boaters can now use it on the water every day.

    This approach forms part of Savvy Navvy’s broader data processing pipeline, enabling consistent, repeatable expansion into new regions. Through these data pipelines we can now deliver faster, more expansive chart coverage including waters not yet fully covered by official hydrographic surveys. 

    Savvy Navvy has been downloaded more than three million times globally. Unlike other boating navigation solutions, Savvy Navvy provides smart routing, giving users optimal routes and dynamic ETAs based on real-time data: departure time, chart information, weather conditions, tide, boat specifications and local regulations. The updated chart coverage is available across both the Savvy Navvy app and its integrated solutions.


    Last month Savvy Navvy launched its new waves feature, turning complex wave data into a simple visual view that helps boaters understand how conditions will actually feel on the water.
    Worldwide chart coverage is available on all Savvy Navvy plans.

  • NASA releases GNSS radio occultation data in common CF compliant format

    NASA releases GNSS radio occultation data in common CF compliant format

    The NASA Goddard Earth Sciences Data and Information Services Center (GES DISC) and principal investigator Stephen Leroy of JANUS Research Group have released GNSS Radio Occultation (GNSS-RO) datasets.

    The data release includes 72 different products from 15 different GNSS-RO receivers (or constellations of receivers) processed at four different GNSS-RO retrieval/processing centers. The data from different processing centers have been reformatted to have a common Climate and Forecast Metadata Conventions (CF) compliant format.

    The algorithm was developed with funding from the NASA ACCESS 2019 program and the NASA Supplements for Open Science Support. These are the version 2.0 GNSS-RO products; version 1.1 is available through the AWS Registry of Open Data

    GNSS-RO data undergoes processing that is radically different from that of most atmospheric sounders, but it can still be categorized by its processing step: 

    • uncalibrated data, as provided by the satellite instrument with communication information stripped, are Level 1a (not part of this release); 
    • calibrated data, wherein the clock biases of the transmitters and receivers are removed and precise orbits determined are Level 1b; 
    • extremely high vertical-resolution profiles of RO bending angle and microwave refractivity are Level 2a; and 
    • profiles of temperature, pressure, and specific humidity on a coarser vertical grid are Level 2b.

    Products are still being added to the archive. This initial release is complete for all processing levels of the COSMIC-1 data sets from four different processing centers. After all of the products in the initial release are complete for available data through July 2025, the project will bebegin forward processing for missions still actively producing data.

    For more information about these products please see the README document and the Algorithm Theoretical Basis Document (ATBD).

  • Topcon introduces software for UAV inspections

    Topcon introduces software for UAV inspections

    MAGNET Inspect is designed for UAV data collection. (Photo: Topcon)
    MAGNET Inspect is designed for UAV data collection. (Photo: Topcon)

    Topcon Positioning Group has introduced software to facilitate the data-processing workflow for UAV (unmanned aerial vehicle) infrastructure inspection.

    MAGNET Inspect efficiently manages large UAV data sets to create inspection reports. It is designed to allow operators to easily visually navigate UAV photos, aligning 3D reality meshes with raw georeferenced images in one location and filtering them based on selected criteria including field of view.

    “MAGNET Inspect will work with models from virtually any UAV,” said David Ahl, director of software product management. “When combined with Intel Falcon 8+ Drone – Topcon Edition and Topcon ContextCapture, powered by Bentley Systems, the software enables operators to efficiently navigate, annotate and create reports with inspection photos, effectively creating a very strong end-to-end inspection workflow.

    MAGNET Inspect is now a key element of the Topcon end-to-end UAV and data processing workflow for inspection projects, Ahl said. It’s use aims to increase safety and speed data collection compared to traditional methods.

    “The software allows operators to easily document the observations and report them. Images from the inspection can be flagged to indicate whether there are structural issues and annotated with built-in free-hand graphical tools. Data reports can then be created to include a preview image and link to high resolution annotated image,” Ahl said.

    The ThunderBuild program. (Photo: Topcon/ThunderBuild)
    The ThunderBuild program. (Photo: Topcon/ThunderBuild)

    Acquisition of ThunderBuild. In another announcement, Topcon announced the acquisition of ThunderBuild BV Group, expanding the portfolio of Topcon paving solutions. Based in Eindhoven, the Netherlands, ThunderBuild develops software related to logistics management with a primary focus in the asphalt market, as well as additional applications that pertain to the transport of bulk materials.