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#biophysical — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #biophysical, aggregated by home.social.

  1. 💧🌏 Greg Cocks @[email protected] ·

    Detecting Land Use And Land Cover Changes And Quantifying Soil Erosion And Sediment Export Using GIS And Remote Sensing In The GERD Catchment, Ethiopia
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    doi.org/10.1016/j.iswcr.2026.1 <-- shared paper
    --
    infonile.org/en/2023/05/battli <-- shared technical media article
    --
    doi.org/10.1007/978-3-031-6524 <-- shared technical book chapter
    --
    doi.org/10.3390/rs8121020 <-- shared 2016 paper
    --
    #landuse #landcover #RUSLE #model #soil #erosion #sedimentation #GERD #catchment #NorthAfrica #Ethiopia #AbbayBasin #sustainability #landmanagement #agriculture #farmland #foodsecurity #water #hydrogology #reservior #watermanagement #watersecurity #waterresources #catchment #GrandEthiopianRenaissanceDam #BlueNile #hydrography #impoundment #GIS #spatial #mapping #remotesensing #earthobservation #thematic #spatialanalysis #spatiotemporal #landsat #elevation #DEM #CHIRPS #rainfall #precipitation #LULC #AI #forest #grazing #grassland #field #crops #cropland #waterbodies #urban #biophysical #risk #hazard #mitigation #soilquality

    #landuse #landcover #rusle #model #soil #erosion
  2. 💧🌏 Greg Cocks @GregCocks ·

    Detecting Land Use And Land Cover Changes And Quantifying Soil Erosion And Sediment Export Using GIS And Remote Sensing In The GERD Catchment, Ethiopia
    --
    doi.org/10.1016/j.iswcr.2026.1 <-- shared paper
    --
    infonile.org/en/2023/05/battli <-- shared technical media article
    --
    doi.org/10.1007/978-3-031-6524 <-- shared technical book chapter
    --
    doi.org/10.3390/rs8121020 <-- shared 2016 paper
    --

    #landuse #landcover #rusle #model #soil #erosion
  3. 💧🌏 Greg Cocks @[email protected] ·

    Detecting Land Use And Land Cover Changes And Quantifying Soil Erosion And Sediment Export Using GIS And Remote Sensing In The GERD Catchment, Ethiopia
    --
    doi.org/10.1016/j.iswcr.2026.1 <-- shared paper
    --
    infonile.org/en/2023/05/battli <-- shared technical media article
    --
    doi.org/10.1007/978-3-031-6524 <-- shared technical book chapter
    --
    doi.org/10.3390/rs8121020 <-- shared 2016 paper
    --
    #landuse #landcover #RUSLE #model #soil #erosion #sedimentation #GERD #catchment #NorthAfrica #Ethiopia #AbbayBasin #sustainability #landmanagement #agriculture #farmland #foodsecurity #water #hydrogology #reservior #watermanagement #watersecurity #waterresources #catchment #GrandEthiopianRenaissanceDam #BlueNile #hydrography #impoundment #GIS #spatial #mapping #remotesensing #earthobservation #thematic #spatialanalysis #spatiotemporal #landsat #elevation #DEM #CHIRPS #rainfall #precipitation #LULC #AI #forest #grazing #grassland #field #crops #cropland #waterbodies #urban #biophysical #risk #hazard #mitigation #soilquality

    #landuse #landcover #rusle #model #soil #erosion
  4. 💧🌏 Greg Cocks @[email protected] ·

    Detecting Land Use And Land Cover Changes And Quantifying Soil Erosion And Sediment Export Using GIS And Remote Sensing In The GERD Catchment, Ethiopia
    --
    doi.org/10.1016/j.iswcr.2026.1 <-- shared paper
    --
    infonile.org/en/2023/05/battli <-- shared technical media article
    --
    doi.org/10.1007/978-3-031-6524 <-- shared technical book chapter
    --
    doi.org/10.3390/rs8121020 <-- shared 2016 paper
    --
    #landuse #landcover #RUSLE #model #soil #erosion #sedimentation #GERD #catchment #NorthAfrica #Ethiopia #AbbayBasin #sustainability #landmanagement #agriculture #farmland #foodsecurity #water #hydrogology #reservior #watermanagement #watersecurity #waterresources #catchment #GrandEthiopianRenaissanceDam #BlueNile #hydrography #impoundment #GIS #spatial #mapping #remotesensing #earthobservation #thematic #spatialanalysis #spatiotemporal #landsat #elevation #DEM #CHIRPS #rainfall #precipitation #LULC #AI #forest #grazing #grassland #field #crops #cropland #waterbodies #urban #biophysical #risk #hazard #mitigation #soilquality

    #landuse #landcover #rusle #model #soil #erosion
  5. 💧🌏 Greg Cocks @[email protected] ·

    Detecting Land Use And Land Cover Changes And Quantifying Soil Erosion And Sediment Export Using GIS And Remote Sensing In The GERD Catchment, Ethiopia
    --
    doi.org/10.1016/j.iswcr.2026.1 <-- shared paper
    --
    infonile.org/en/2023/05/battli <-- shared technical media article
    --
    doi.org/10.1007/978-3-031-6524 <-- shared technical book chapter
    --
    doi.org/10.3390/rs8121020 <-- shared 2016 paper
    --
    #landuse #landcover #RUSLE #model #soil #erosion #sedimentation #GERD #catchment #NorthAfrica #Ethiopia #AbbayBasin #sustainability #landmanagement #agriculture #farmland #foodsecurity #water #hydrogology #reservior #watermanagement #watersecurity #waterresources #catchment #GrandEthiopianRenaissanceDam #BlueNile #hydrography #impoundment #GIS #spatial #mapping #remotesensing #earthobservation #thematic #spatialanalysis #spatiotemporal #landsat #elevation #DEM #CHIRPS #rainfall #precipitation #LULC #AI #forest #grazing #grassland #field #crops #cropland #waterbodies #urban #biophysical #risk #hazard #mitigation #soilquality

    #soilquality #mitigation #hazard #risk #biophysical #urban
  6. 💧🌏 Greg Cocks @[email protected] ·

    Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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    doi.org/10.1016/j.rsase.2026.1 <-- shared paper
    --
    #GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis

    #gis #spatial #mapping #seagrass #monitoring #conservation
  7. 💧🌏 Greg Cocks @GregCocks ·

    Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
    --
    doi.org/10.1016/j.rsase.2026.1 <-- shared paper
    --
    algorithms

    #gis #spatial #mapping #seagrass #monitoring #conservation
  8. Fabrizio Musacchio @[email protected] ·

    🧠 New paper by Deistler et al: #JAXLEY: differentiable #simulation for large-scale training of detailed #biophysical #models of #NeuralDynamics.

    They present a #differentiable #GPU accelerated #simulator that trains #morphologically detailed biophysical #neuron models with #GradientDescent. JAXLEY fits intracellular #voltage and #calcium data, scales to 1000s of compartments, trains biophys. #RNNs on #WorkingMemory tasks & even solves #MNIST.

    🌍 doi.org/10.1038/s41592-025-028

    #Neuroscience #CompNeuro

    #jaxley #simulation #biophysical #models #neuraldynamics #differentiable
  9. Fabrizio Musacchio @[email protected] ·

    🧠 New paper by Deistler et al: #JAXLEY: differentiable #simulation for large-scale training of detailed #biophysical #models of #NeuralDynamics.

    They present a #differentiable #GPU accelerated #simulator that trains #morphologically detailed biophysical #neuron models with #GradientDescent. JAXLEY fits intracellular #voltage and #calcium data, scales to 1000s of compartments, trains biophys. #RNNs on #WorkingMemory tasks & even solves #MNIST.

    🌍 doi.org/10.1038/s41592-025-028

    #Neuroscience #CompNeuro

    #jaxley #simulation #biophysical #models #neuraldynamics #differentiable
  10. Fabrizio Musacchio @[email protected] ·

    🧠 New paper by Deistler et al: #JAXLEY: differentiable #simulation for large-scale training of detailed #biophysical #models of #NeuralDynamics.

    They present a #differentiable #GPU accelerated #simulator that trains #morphologically detailed biophysical #neuron models with #GradientDescent. JAXLEY fits intracellular #voltage and #calcium data, scales to 1000s of compartments, trains biophys. #RNNs on #WorkingMemory tasks & even solves #MNIST.

    🌍 doi.org/10.1038/s41592-025-028

    #Neuroscience #CompNeuro

    #jaxley #simulation #biophysical #models #neuraldynamics #differentiable
  11. Fabrizio Musacchio @[email protected] ·

    🧠 New paper by Deistler et al: #JAXLEY: differentiable #simulation for large-scale training of detailed #biophysical #models of #NeuralDynamics.

    They present a #differentiable #GPU accelerated #simulator that trains #morphologically detailed biophysical #neuron models with #GradientDescent. JAXLEY fits intracellular #voltage and #calcium data, scales to 1000s of compartments, trains biophys. #RNNs on #WorkingMemory tasks & even solves #MNIST.

    🌍 doi.org/10.1038/s41592-025-028

    #Neuroscience #CompNeuro

    #compneuro #neuroscience #mnist #workingmemory #rnns #calcium
  12. Fabrizio Musacchio @[email protected] ·

    🧠 New preprint by Chintaluri et al. (2025): An ion channel #omnimodel for standardized #biophysical #neuron #modelling. A unified #HodgkinHuxley formalism applied to >3,500 ion channel models from #ModelDB. Enables cross-model comparison, #clustering, and reproducible simulation through a shared parametrization:

    🌍 doi.org/10.1101/2025.10.03.680

    #CompNeuro #Neuroscience #Reproducibility

    #omnimodel #biophysical #neuron #modelling #hodgkinhuxley #modeldb
  13. Fabrizio Musacchio @[email protected] ·

    Recently, we discussed this insightful paper by Squadrani et al (2024) in our #JournalClub. It explores how #astrocytes enhance #SynapticPlasticity during #ReversalLearning by modulating D-serine levels, providing a #biophysical basis for dynamic #LTP thresholds. The findings suggest astrocytic signaling is crucial for #AdaptiveLearning, linking #glial activity to #behavioral flexibility. Here’s a summary from our JC:

    🌍 fabriziomusacchio.com/blog/202
    📝 doi.org/10.1038/s42003-024-065

    #CompNeuro #Neuroscience

    #journalclub #astrocytes #synapticplasticity #reversallearning #biophysical #ltp
  14. 💧🌏 Greg Cocks @[email protected] ·

    A New Tool To Characterise The Socio-Environmental Dimensions Of Urban Rivers: Urban River Socio-Environmental Index
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    doi.org/10.1016/j.landurbplan. <-- shared paper
    --
    #GIS #spatial #mapping #EnvironmentalEvaluation #SocioEcosystem #SocialConnectivity #UrbanRiver #Indicators #RiverRestoration #spatialanalysis #spatiotemporal #water #hydrology #urban #stream #ecosystem #cities #residents #community #nature #humanimpacts #artifical #engineered #URBS #watershed #drainage #management #restoration #geomorphology #hydrogeomorphology #ecology #urbansprawl #interdisciplinary #biophysical #social #community #France #Paris #MorbrasRiver #macroinvertebrates #riparian #vegetation #reaches #typology #landscape #landuse #landcover #variety #blandscaping

    #gis #spatial #mapping #environmentalevaluation #socioecosystem #socialconnectivity
  15. 💧🌏 Greg Cocks @GregCocks ·

    A New Tool To Characterise The Socio-Environmental Dimensions Of Urban Rivers: Urban River Socio-Environmental Index
    --
    doi.org/10.1016/j.landurbplan. <-- shared paper
    --

    #gis #spatial #mapping #environmentalevaluation #socioecosystem #socialconnectivity
  16. 💧🌏 Greg Cocks @[email protected] ·

    Old Forests Are Irreplaceably Cool
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    pubs.aip.org/physicstoday/onli <-- shared technical article
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    doi.org/10.1038/s41561-024-014 <-- shared paper
    --
    “Satellite measurements confirm that the sudden disappearance of mature tropical forests has a more drastic effect on local land temperature than does the gradual growth of young forests…”
    #GIS #spatial #mapping #remotesensing #tropics #tropical #earthobservation #vegetation #forest #forests #loss #gain #differences #landsurface #local #temperatures #heat #coolingeffect #energybudget #biophysical #climatechange #spatialanalysis #spatiotemporal #leafareaindex #aldebo #canopy #structure #geomorphometry #NDVI #model #modeling #ecology #NASA #Aqua #Terra #satellite #atmosphere #circulation

    #gis #spatial #mapping #remotesensing #tropics #tropical
  17. 💧🌏 Greg Cocks @GregCocks ·

    Old Forests Are Irreplaceably Cool
    --
    pubs.aip.org/physicstoday/onli <-- shared technical article
    --
    doi.org/10.1038/s41561-024-014 <-- shared paper
    --
    “Satellite measurements confirm that the sudden disappearance of mature tropical forests has a more drastic effect on local land temperature than does the gradual growth of young forests…”

    #gis #spatial #mapping #remotesensing #tropics #tropical
  18. Jose @[email protected] ·

    So we have a new #datapaper out on #biophysical & #agronomic parameters for #maize in #Ghana. This paper will be useful for folk doing #RemoteSensing #EarthObservation #CropModelling in #smallholder #agriculture systems
    doi.org/10.5194/essd-14-5387-2

    #agriculture #smallholder #cropmodelling #earthobservation #remotesensing #ghana
  19. Jose @[email protected] ·

    So we have a new #datapaper out on #biophysical & #agronomic parameters for #maize in #Ghana. This paper will be useful for folk doing #RemoteSensing #EarthObservation #CropModelling in #smallholder #agriculture systems
    doi.org/10.5194/essd-14-5387-2

    #agriculture #smallholder #cropmodelling #earthobservation #remotesensing #ghana