Hyperspectral and Precision Ag News

The Twitter bot for #research on #Hyperspectral Imaging and #PrecisionAgriculture. Retweets are not endorsements.

[Hyperspectral and Precision Ag News @HyperAgNews]

This is an educational bot trying to survive in the X APIs paywall era. It is maintained daily by a single human, so if you have any questions kindly DM, chances are you will get a reply within 24hrs. Also, comment below how can @HyperAgNews help you in your research.

[WK Smith 🌎 @Wkolby]

New team @JGRBiogeo paper, "Hyperspectral Imaging Predicts Differences in Carbon and Nitrogen Status Among Representative Biocrust Functional Groups of the Colorado Plateau," led by @dyan2001 w/ @ecology_awesome, @miggeograph, @mostafajavadian, others https://t.co/4U9xj65NeS

[Remote Sensing MDPI @RemoteSens_MDPI]

🔥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: https://t.co/LMOOYkHxpP

[Remote Sensing MDPI @RemoteSens_MDPI]

Multiscale Feature Aggregation Capsule Neural Network for #Hyperspectral Remote Sensing #ImageClassification
by Runmin Lei et al.
👉Access the full paper: https://t.co/2hWfnFEdrd

[Deep_In_Depth @Deep_In_Depth]

Deep neural networks-based relevant latent representation learning for hyperspectral image classification #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #NeuroMorphic #Robotics https://t.co/dAVDtqqeV5

[PP Systems International @ppsystems.bsky.social @pp_systems]

Interesting work: machine learning & hyperspectral images to classify strawberry plants with different levels of physiological impairment. https://t.co/81MLmdLkiV @PedroCastroVal @MaqETSIA @agrosaptrimble @ETSIASevilla
#precisionagriculture #stomatalconductance #photosynthesis

[Chengfei He @Chengfei_He]

🚨 Retweet appreciated! 🚨 My lab @Northeastern 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 https://t.co/jxIVNGOVAj.

[Geoderma - the global #OA journal of soil science @Geoderma_Jrnl]

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.
https://t.co/xfgRwrEBKN

[Plant Phenomics @PPhenomics]

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: https://t.co/COXratumX9

[EO OPEN SCIENCE @EO_OPEN_SCIENCE]

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.

🔗https://t.co/lMXr2FG1Rk

[Qiusheng Wu @giswqs]

📢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: https://t.co/1GPh3h7BH3
Notebook: https://t.co/0sd3TRZrB7

@bingqingliu8 #geospaptial #hyperspectral #nasa #dataviz

[Remote Sensing MDPI @RemoteSens_MDPI]

#notablepaper
📢MFANet: A Multi-Level Feature Aggregation Network for #SemanticSegmentation of #LandCover
by Bingyu Chen, Min Xia and Junqing Huang

https://t.co/xiqFUigKD7
#FeatureExtraction

[Alina Zare @ProfZare]

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

[SensAIfood & Sensorfint @sensAIfood]

🗣️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

[Vera Marie Titze @TitzeVera]

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)

[Yuzhen Lu @jingweimo89]

Fusing spectral and spatial features of hyperspectral reflectance imag... https://t.co/14Kni2cXmt

[Carlos E. Aucique-Perez @carlos_aucique]

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

[Tanat Tonguthaisri @gastronomy]

🌱 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: https://t.co/CHZ9wcfvzW #agriculture #deeplearning #hyperspectralimaging

[Qiusheng Wu @giswqs]

📣 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 out the GitHub repository:
🔗 GitHub: https://t.co/1GPh3h7BH3

Try out the notebook examples on Google Colab:
🔹 PACE: https://t.co/AvqMmFsaNh
🔹 EMIT: https://t.co/vMjxM0Gjmk

@bingqingliu8 #HyperCoast #Python #NASA #EMIT #PACE #Hyperspectral

[Dr. Matheus Pinheiro Ferreira @mpferreira3]

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:

https://t.co/Y5v6b39VD3

[Billy Ram @billygrahamram]

My review paper got published!

This review paper looks at realtime analysis with #proximal #hyperspectral data (very small percentage of studies), technologies, and frameworks that will prove important to achieve such a task.

https://t.co/trm5Vi1nON