underdarkGIS, 24 days ago to random

So glad our #Dagstuhl seminar paper on #MobilityDataScience is finally published and open access 🎉

Mobility Data Science: Perspectives and Challenges

https://doi.org/10.1145/3652158

Kudos to the leading author team for distilling all the inputs

#Mobility #MovementData #MobilityAnalytics

underdarkGIS, 27 days ago to datascience

Woa, just in time 😅

@movingpandas v0.18.0 just landed on pypi and conda-forge

For an overview of all new features and improvements, see
https://github.com/movingpandas/movingpandas/releases/tag/v0.18

Example notebooks will be updated later. Now it's time for #esc2024

#MobilityDataScience #MovementDataAnalytics #Mobility #GeoPandas #DataScience #GIScience #GISChat #OSGeo #MovementData #VisualAnalytics

underdarkGIS, 4 months ago to ArtificialIntelligence

If you liked our last year's short paper on #DeepLearning from #TrajectoryData, you'll love our new #preprint even more:

📝 "MobilityDL: A Review of Deep Learning From Trajectory Data"
https://arxiv.org/abs/2402.00732

#MobilityDataScience #SpatialDataScience #MovementData #Mobility #MachineLearning #arxiv #GISChat #OpenScience

mdm, 4 months ago to random

One more week to our Paper Registration and Abstract Deadline: February 2, 2024

Don't miss your chance to join us at #MDM2024 in Brussels on June 24-27, 2024.

mdm2024.github.io/index.html

#CfP #CallForPapers #MobilityData #MobilityDataScience #MovementData #MobileData #MobileDataManagement #SpatialDataScience

underdarkGIS, 4 months ago to random

Today, we've had our first successful #Trajectools mini workshop with colleagues from the EMERALDS project, working on #PublicTransport #TrajectoryAnalysis

If everything goes to plan, Trajectools will be at #MDM2024
@mdm

There are still a few days left to submit your own work and join us: https://mdm2024.github.io/calls.html

#QGIS #SpatialDataScience #MovementData #MobilityDataAnalytics #GISChat #EMERALDSeu #movingpandas #MovementDataInGIS

underdarkGIS, 4 months ago to random

#Trajectools development version now features out-of-the-box Interpolated Line styling for trajectories 🌈

Additionally, we can now clip a trajectory layer by a polygon layer (as well as to an extent)

https://github.com/movingpandas/qgis-processing-trajectory/tree/main

#GISChat #MovementData #MobilityDataScience #QGIS #MovingPandas #QGISProcessing #MovementDataInGIS

udemsar, 4 months ago to random

A reminder of our special issue on Data-Driven Movement analysis, DL 1 March 2024 in @ijgis

Co-edited by @jedalong
Somayeh Dodge, Robert Weibel and myself. Submit your work!

https://think.taylorandfrancis.com/special_issues/international-journal-geographical-information-science-data-driven-movement-analysis/

#SpatialDataScience #MovementData #movementecology #HumanMobility #GIScience

underdarkGIS, 4 months ago (edited 4 months ago) to random

#QGIS Interpolated Line styles are really growing on me. Very helpful to visualize #Trajectools results

I've been testing the #MovingPandas integration in the Model Designer, in combination with other #QGISProcessing toolbox algorithms
https://anitagraser.com/2024/01/12/trajectools-v2-in-the-works/

#GISChat #MovementData #MobilityDataScience #MovementDataInGIS

underdarkGIS, 4 months ago (edited 4 months ago) to random

New year, new start: I'm rebooting the #QGIS Processing Trajectools plugin development. Trajectools v2 builds on #MovingPandas and exposes its trajectory analysis algorithms in the #QGISProcessing Toolbox. More:

http://anitagraser.com/2024/01/12/trajectools-v2-in-the-works/

#Mobility #MobilityData #MovementData #SpatialAnalysis #SpatialDataScience #GISChat

underdarkGIS, 5 months ago (edited 5 months ago) to datascience

And so the #QGIS #Trajectools quest continues: Merging tools that logically belong together and applying default styles to better show the computed speed and direction values

Also switched to the @movingpandas logo as a plugin icon

https://github.com/movingpandas/qgis-processing-trajectory

#movingpandas #gischat #movementdata #mobilitydatascience #datascience #spatialdatascience

udemsar, 5 months ago to conservative

Open PhD position:🌟A fully-funded PhD on dolphins' movement in the Adriatic Sea🌟 as a collaboration of St Andrews University and https://Morigenos.org

Application DL 9/2/2024, see Current Funded Opportunties here: https://www.st-andrews.ac.uk/geography-sustainable-development/prospective/pgr/

Project description: https://www.st-andrews.ac.uk/assets/university/schools/school-of-geography-and-sustainable-development/documents/EDWARD~2.PDF

#GIScience #GIS #spatialAnalysis #SpatialDataScience #ecology #MovementData #movementecology #phd #PhdStudentship

stevefaeembra, 6 months ago to random

Shipping density round Iceland.

The distribution of values means a linear gradient only shows the busiest of sea lanes. So I used log10(log10(value)) to normalise values with #qgis raster calculator.

Source : https://datacatalog.worldbank.org/search/dataset/0037580/Global-Shipping-Traffic-Density

udemsar, 7 months ago to GPS

Calling all movement researchers: submit your work to our special issue of @ijgis on Data-driven Movement Analysis. Guest-edited by @jedalong Somayeh Dodge, Robert Weibel and myself.
Submission DL 1 March 2024.

More info:
https://think.taylorandfrancis.com/special_issues/international-journal-geographical-information-science-data-driven-movement-analysis/

#GIScience #MovementData #MovementEcology #HumanMobility #GPS #SpatialDataScience #DataScience #StatisticalEcology

gicycle, 7 months ago to datascience German

Great to having @underdarkGIS again in #salzburg. She‘s a true driving force in our field and a constant source of inspiration.

https://github.com/anitagraser/movement-analysis-tools

#Mobility #GIS #DataScience #MovementData #analytics

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underdarkGIS, 8 months ago to random

The live stream recording of my #MovementData engineering workshop with #DVC and #MovingPandas is up now at 🎬 https://www.youtube.com/live/roPF1oth2Pk?si=qKcWpJU96VWc9vZZ 🎬

Thanks to @opengeohub!

There will also be an edited version on TIB.eu in the future, if you prefer an add free platform. Stay tuned

#OGH2023 #MLOps #GISChat #MobilityDataScience

underdarkGIS, 10 months ago to random

Today, I've been revisiting our 2021 book chapter on #Exploratory #DataAnalysis for large #MovementData

Crazy that it has been only 2 years, well 3 since most of the writing happened. Too bad the figures are only b/w, but I still like them

#EDA #MovementDataAnalytics #ais

underdarkGIS, 10 months ago to random

Getting ready for the next #MovingPandas release 0.17 with more trajectory cleaning features than ever before 😉

#MobilityScience #MovementDataAnalytics #SpatialDataScience

underdarkGIS, 10 months ago to debian

📣 #MobilityDB 1.1 alpha is out now

This version provides a much more powerful and optimized backend with many enhanced possibilities for doing #mobilityanalytics.

Note that the binary format has changed from 1.0 to 1.1, so it is necessary to reload the databases containing columns using MobilityDB types.

Packaging for #Debian and #YUM is in progress.

Please report any issues on the
https://github.com/MobilityDB/MobilityDB/issues tracker

#mobility #MovementData

underdarkGIS, 11 months ago to TeslaMotors

Exciting to see yet another report using @movingpandas

Using data from #BatterySwapping #eMotorcycles in #Nairobi to assess impacts and plan infrastructure

https://p4gpartnerships.org/sites/default/files/2023-06/341%20IMP%20Energy%20futures%20ChargeUp_Data%20Swap_White%20paper_AC2.pdf

#mobility #MobilityAnalytics #ev #electric #movementdata #gischat #greenmobility #SustainableMobility