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Version devBuilt at: 2026-10-15 18:51:49 EDT

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@botsocamerica.bsky.socialOct 15, 2026, 7:05 PM

Scale-space image analysis for mapping spotted knapweed in grassland ecosystems

New in #AppsPlantSci by Shohreh Sahebi & David J. Hill

doi.org/10.1002/aps3... @thompsonriversu.bsky.social #botany #invasivespecies #Gaussian #remotesensing #grasslands #conservation #knapweed

Image of a Gaussian pyramid. Scale-space representations combine the two-dimensional spatial domain with a third dimension representing spatial scale, such that features can be represented across both space and image spatial resolution. Gaussian pyramids (GPs) are constructed to create representations of the images across the scale-space. In the GP shown here the image resolution decreases from 2.9x2.9 cm at the base of the pyramid to 46x46 cm at its apex. Image credit: Shohreh Sahebi.
@innovation.caOct 15, 2026, 2:40 PM

As #ClimateChange ramps up, which trees will thrive in which parts of B.C. in the decades to come? @irssubc.bsky.social researchers are using CFI-funded #RemoteSensing drones and lidar to find answers. 🌲🌳bit.ly/4xrgEfz

@nat-sci-review.bsky.socialOct 15, 2026, 9:15 AM

A new review in NSR unifies biomimetics, spectral physics, and artificial intelligence to chart next-generation camouflage, stealth, robust sensing, and trustworthy AI.
www.eurekalert.org/news-release...

#NSR #ScientificResearch #Computerscience #AI #Technology #Evolutionary #Biology #RemoteSensing

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@plantphenomics.bsky.socialOct 15, 2026, 3:22 AM

Novel BRF spectra approach with modified ratio indices improves leaf nitrogen estimation in Ginkgo by correcting specular reflection and structural confounding effects. #ForestScience #RemoteSensing #PlantNutrition
Details: doi.org/10.34133/pla...

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@aet-asociacion.bsky.socialOct 14, 2026, 9:02 AM

Mañana 15 de octubre, 16:00 h nuevo seminario web organizado por el Grupo de Jóvenes de la AET.

🔗Inscripciones: bit.ly/AETagro

#Teledetección #InteligenciaArtificial #AgriculturaDePrecisión #RemoteSensing #EarthObservation #AET

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@physaliacourses.bsky.socialOct 14, 2026, 7:28 AM

Discover LiDAR for Ecology with R and QGIS!

Join our 3-day, hands-on course to process LiDAR data with R (lidR) and QGIS, generate terrain models, extract ecological metrics, and explore GEDI satellite data.

www.physalia-courses.org/courses-work...

#RemoteSensing #Lidar

@plantphenomics.bsky.socialOct 13, 2026, 2:29 PM

Physics-informed neural networks with 3D allometric transfer enable accurate alfalfa quality monitoring across growth stages using UAV hyperspectral data. #Alfalfa #RemoteSensing #AgTech
Details: doi.org/10.1016/j.pl...

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@plantphenomics.bsky.socialOct 13, 2026, 2:28 PM

CSAF model enables accurate rubber tree canopy segmentation and counting from UAV imagery across seasons, outperforming existing methods with 76.63% AP50. #RubberTrees #RemoteSensing #AgTech
Details: doi.org/10.1016/j.pl...

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@proceedingsieee.bsky.socialOct 13, 2026, 1:17 AM

Core #imageprocessing tasks form the foundation of optical #remotesensing pipelines. This article surveys the emerging landscape of hybrid #deeplearning methods, which integrates classical physical models with neural architectures to enhance trust and robustness in these tasks. bit.ly/4fKYmhP

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@newsramp.comOct 12, 2026, 6:08 PM

A new dual-pathway framework could sharpen satellite coastal salinity monitoring from 40-100 km resolution down to 10-20 km, cutting measurement error near shorelines by nearly half. A major step for ocean and freshwater science. #OceanScience #RemoteSensing

@yevkad.bsky.socialOct 12, 2026, 3:38 PM

Shadows of icebergs are stretching northwards as the Arctic autumn Sun makes its final brief visits before polar night.

Location Northern Baffin Bay (near Easter Island)

Images: Sentinel-2 by @esaearth.esa.int

#Sentinel2 #EarthObservation #RemoteSensing #Arctic #Greenland #icebergs #SeaIce

@plantphenomics.bsky.socialOct 12, 2026, 2:21 PM

Novel DSDI system and ensemble learning predict leaf optical properties from anatomy, enabling 3D canopy modeling to optimize light use efficiency and photosynthesis. #PlantScience #RemoteSensing #CropModeling
Details: doi.org/10.1016/j.pl...

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@nowosad.fosstodon.org.ap.brid.gyOct 12, 2026, 2:00 PM

🎬 Recordings from the Machine Learning for Earth Observation (ML4EO) 2026 conference are now online! 🌍🛰️

Explore the talks at https://ml4eo.org/ml4eo-2026/

#ML4EO #RemoteSensing #MachineLearning

@jakubnowosad.comOct 12, 2026, 2:00 PM

🎬 Recordings from the Machine Learning for Earth Observation (ML4EO) 2026 conference are now online! 🌍🛰️

Explore the talks at ml4eo.org/ml4eo-2026/

#ML4EO #RemoteSensing #MachineLearning

@eomp.infoOct 12, 2026, 1:22 PM

EVE is here! The LLM from ESA for #Earthobservation.
Let's see what it can do.
www.esa.int/Applications...

#AI #llm #remotesensing

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@bigearthdata1.bsky.socialOct 12, 2026, 9:25 AM

📢 Mid-season parcel-based crop type mapping using multi-source time series of big Earth observations and deep learning
👉 doi.org/10.1080/2096...
💌 #mapping #crop #EarthObservation #Sentinel-1 #SAR #Sentinel-2 #machinelearning #deeplearning #AlphaEarth
#agriculture #remotesensing #GIS

@jamesgis.bsky.socialOct 11, 2026, 1:50 PM

Cool insight into what I'd call " #geospatial journalism"
#remotesensing #GIS #geography all matter more than we think or talk about.
www.theguardian.com/membership/2...

@theinnovation.bsky.socialOct 11, 2026, 3:47 AM

This commentary explores how #remotesensing and AI could connect timely observations, early crop mapping and physics-guided loss assessment to support more transparent agricultural insurance. Discover the proposed blueprint and the challenges ahead.
doi.org/10.1016/j.xi...
#ArtificialIntelligence

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@joealoh.bsky.socialOct 10, 2026, 5:28 PM

The finest sensor is not the best sensor. NAIP flies every two years over one country. MODIS has seen the whole Earth every day since 2000.

https://youtu.be/3tV49ska_ak

#RemoteSensing #EarthEngine

@joealoh.bsky.socialOct 10, 2026, 5:28 PM

The same two kilometres of Grand Forks from four sensors, linked so they move together. MODIS is coloured blocks. Landsat shows the river and main roads. Sentinel-2, the street grid.

https://youtu.be/iF5utfbOJ_M

#RemoteSensing #ENVI

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