Put a pretty impressive objective on an already pretty cool microscope… it required a creative-chaos approach for sample mounting but the resulting hyperspectral confocal microlaser image is beautiful (and a nice throwback to playing candy crush)

Success in flying the uav with a co-aligned VNIR/SWIR hyperspectral sensor! Excited for all the data we will be able to collect with this system! @Gator_Sense

New in Geoderma: "Estimation of soil organic carbon by combining hyperspectral and radar remote sensing to reduce coupling effects of soil surface moisture and roughness" by Ranzhe Jiang, Yuanyuan Sui, Xin Zhang, Nan Lin, Xingming Zheng [...] Haiye Yu. buff.ly/4afjqZO

📣 Exciting news! 🚀 Introducing HyperCoast, our brand new Python package! 🐍🌊 Experience the power of visualizing NASA EMIT and PACE hyperspectral data interactively. 🌟✨ Plus, easily plot spectral signatures without coding. Stay tuned for more amazing features to come! Check

#Phenotyping in action. Plants growing under different water regimes for 3 weeks. We are collecting data from RGB, FlourCam, Infrared, and hyperspectral sensors.

Urban forests help mitigate climate change by sequestering carbon in their aboveground biomass (AGB). Our paper shows the potential of UAV-borne #hyperspectral and #LiDAR data to estimate AGB of urban trees. Check it out: authors.elsevier.com/a/1j6Cr5m5d81T…

Fusing spectral and spatial features of hyperspectral reflectance imag... sciencedirect.com/science/articl…

🌱 Exciting new research on deep learning-based hyperspectral image reconstruction for agro-product quality assessment! Learn about the potential of this innovative technology in agricultural applications: bit.ly/3V7SN3N #agriculture #deeplearning #hyperspectralimaging

🗣️Esteban Roca Nasser (Univ of Granada) Grain-based authentication of bread with hyperspectral imaging for quality control As consumers become more health-conscious, misleading product labels are a growing concern, especially for bread made from various flours #sensorFINTFinal

Hyperspectral reflectance: A non-destructive phenotyping tool for Scots pine seedlings. Distinguishes populations, aids breeders in selecting seedlings adapted to local environments. #TreeBreeding #ScotsPine Details: spj.science.org/doi/10.34133/p…

High-resolution methane mapping with hyper and multispectral data (HiResCH4)🌬️ 🛰️HiResCH4 project explores few missions' potential (e.g. Sentinel-2, PRISMA) for methane mapping through simulations, advanced retrieval methods, and real data evaluation. 🔗eo4society.esa.int/2024/06/10/met…

#notablepaper 📢MFANet: A Multi-Level Feature Aggregation Network for #SemanticSegmentation of #LandCover by Bingyu Chen, Min Xia and Junqing Huang mdpi.com/2072-4292/13/4… #FeatureExtraction

📢Visualize hyperspectral data in 3D 🌍 with just a few lines of code using the HyperCoast #Python package . It supports popular datasets like AVIRIS, DESIS, EMIT, PACE, and NEON AOP. GitHub: github.com/opengeos/Hyper… Notebook: hypercoast.org/examples/image… bingqing liu #geospaptial

Review by Zhang et al. @ELSenviron @ELS_Genetics The application of #hyperspectral imaging for #wheat #biotic and #abiotic stress analysis: A review sciencedirect.com/science/articl… #PlantSci Wheat Initiative AHEAD Phenomics Plant Phenomics North American Plant Phenotyping Network ScienceAlert Texas Wheat

Deep neural networks-based relevant latent representation learning for hyperspectral image classification #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #NeuroMorphic #Robotics buff.ly/4dQ7Jdw

Multiscale Feature Aggregation Capsule Neural Network for #Hyperspectral Remote Sensing #ImageClassification by Runmin Lei et al. 👉Access the full paper: brnw.ch/21wLXgQ

🔥Combining Different #Transformations of Ground #Hyperspectral Data with Unmanned Aerial Vehicle (#UAV) Images for Anthocyanin Estimation in #Tree Peony Leaves by Lili Luo et al. 🔗Full paper: brnw.ch/21wLXkI

Interesting work: machine learning & hyperspectral images to classify strawberry plants with different levels of physiological impairment. link.springer.com/article/10.100… Pedro Castro Valdecantos Manuel Perez-Ruiz @agrosaptrimble ETSIA Univ. Sevilla #precisionagriculture #stomatalconductance #photosynthesis

🚨 Retweet appreciated! 🚨 My lab Northeastern U. is seeking 1-2 fully funded #PhD students in Climate Modeling and Dynamics beginning Fall 2025. Let’s explore global climate change and variability together! DDL: Dec 1, 2024. For more details, visit yefee.github.io/PhD/.

New team Journal of Geophysical Research: Biogeosciences paper, "Hyperspectral Imaging Predicts Differences in Carbon and Nitrogen Status Among Representative Biocrust Functional Groups of the Colorado Plateau," led by Dong Yan w/ Sasha Reed, @miggeograph, Mostafa Javadian, others agupubs.onlinelibrary.wiley.com/doi/10.1029/20…