🌳🌲 Multi-Species Individual #Tree #Segmentation and #Identification Based on Improved Mask #R-#CNN and #UAV Imagery in Mixed #Forests ✍️ Chong Zhang et al. 🔗 brnw.ch/21wPqj9

📃📃🧐 Review of Automatic Processing of #Topography and #Surface Feature Identification #LiDAR Data Using #MachineLearning Techniques ✍️ Zahra Gharineiat et al. 🔗 brnw.ch/21wPqpY

🌳🌳🌳 #Forest #Canopy Height #Mapping by Synergizing #ICESat-2, Sentinel-1, #Sentinel-2 and Topographic Information Based on #MachineLearning Methods ✍️ Zhilong Xi et al. 🔗 brnw.ch/21wPuP1

AnySat: An Earth Observation Model for Any Resolutions, Scales, and Modalities Guillaume Astruc Nicolas Gonthier Clement Mallet Loic Landrieu tldr: pretrains a multisensor & multimodal joint embedding network on GeoPlex dataset. achieves SOTA on a diverse set of time-series EO benchmarks

🎙️ New Podcast and YouTube episode: Deepness QGIS plugin with Marek Kraft The Deepness QGIS plugin is a powerful tool that brings deep learning capabilities to QGIS. It allows users to seamlessly integrate deep learning models into their workflows without requiring specialized

Looking for mangrove or blue carbon researchers in Brunei 🇧🇳 Cambodia 🇰🇭 Timor Leste 🇹🇱 for a collaborative manuscript. Anyone on Twitter have some good recommendations? Preferably early career researchers. cc: Global Mangrove Alliance Mangrove Action Project IUCN Mangrove SG mangrove

Create clear and informative box plots with added statistical insights using ggpubr! This package makes it easy to design polished plots that effectively showcase group comparisons and data distributions. ✔️ Visualize Group Comparisons: Box plots are ideal for comparing

global mangrove height map in a 12m resolution with rmse of 2.4m. GEDI MangroveWatch Global Mangrove Alliance Dr. Lola Fatoyinbo Atticus Stovall nature.com/articles/s4159…

Save the date! Blue Carbon R library Workshop! The BlueCarbon R library automate the estimation of soil carbon stocks and sequestration rates from laboratory data. We will host an online free workshop about the library functions and how to use them the 28th of January, 16:00 CET

In QGIS it's hard to get geoprocessing right the first time, if it's even possible to do it in just one step. Now, Kue can learn from its own mistakes and plan multiple steps ahead. This makes questions that need multiple difficult geoprocessing algorithms possible to be

🚀 Glad to share our new vision-LLM capable of locating objects in high-res satellite/aerial imagery. We call it 𝗚𝗲𝗼𝗣𝗶𝘅𝗲𝗹 🌍 since it provides pixel-accurate object masks in high-resolution geospatial images. 🛰️✨ 🌐 𝗣𝗿𝗼𝗷𝗲𝗰𝘁: mbzuai-oryx.github.io/GeoPixel/ 🧵1/5

Find cities and towns within a radius on a map and export the data

The power of natural climate solutions! 🌴💪 1/2 land use carbon emissions in Southeast Asia can be mitigated through peat swamp and mangrove conservation/restoration New research from Sigit Sasmito NUS Geography TulaneSSE Prof Sue Page #WeAreTheUniversity 💙💚 Pierre Taillardat Cath Lovelock nature.com/articles/s4146…

Enhanced geothermal expected to reach a levelized cost of $80/MWh by 2027, negating the need for any other form of baseload (looking at you, coal and nuclear). Drop in costs because drilling times have declined by 50-70%. nature.com/articles/s4435…

It doesn’t feel good to criticize other’s work: but this is how science advances. In Nature today we respond to a high-profile paper (by Brodie et al.,) about the impact of protected areas on wildlife in southeast Asia. nature.com/articles/s4158…

Colchicum varians Fars province, Iran March 2025 Elevation 2350m

Excited to share our latest work in Journal of Remote Sensing! A novel algorithm to automatically map & monitor intertidal #seagrass meadows by integrating optical & SAR images. The algorithm was tested across 15 sites globally. Read more: 🔗 spj.science.org/doi/10.34133/r…

Our study ‘The #global #human impact on #biodiversity’ is out nature nature.com/articles/s4158… 🌍🌐🐟🌿🪲 🫎🦋🐝🪲 Unprecedented #synthesis of >2000 studies shows humans are not only shrinking species numbers—but reshaping entire communities across the planet. 🧵1/4

It's time to value tropical fieldworkers as equal partners. With billions spent on watching forests from space, foresters and botanists have never been more vital. In our nature correspondence we show why, and what needs to change. rdcu.be/enT5S

📝 Are you using multispecies occupancy models to investigate interactions in species occupancy (i.e. co-occurrence)? 🦁🦓 Check out our new paper for advice on the number of sites you need to reliably detect interactions under different scenarios doi.org/10.1002/ecy.70…