GitHub

MOOZY: A Patient-First Foundation Model for Computational Pathology

MOOZY is a foundation model for computational pathology that treats the patient case, not the individual slide, as the fundamental unit of representation. It encodes one or more whole-slide images ...
Nature

Soil classification in the Sudan Savanna using sentinel products and topographic information with machine learning models

Accurate soil information is crucial for sustainable agricultural planning and land management, particularly in data-scarce regions, such as the Sudan Savanna, the largest sorghum-producing area in ...
Nature

A map of high-altitude wetlands in the world’s major mountain regions

We present a first global high-resolution map (30 m x 30 m) of high-altitudinal wetlands in the world’s major mountain regions, i.e. the Andes, Rocky Mountains, Alps and High Mountain Asia. To map ...
IEEE

Weakly Supervised Land Cover Classification Method For Large-Scale Multi-Resolution Labeled Satellite Images Data Sets

Abstract: The global land cover map obtained by satellite is of vital importance to record land information. Despite the large amount of data acquired, rare annotations are available.
Scientific Research Publishing

Temporal Profile Analysis of Sentinel-1 Image to Identify T. Aman Rice Varieties in the Coastal Region of Bangladesh ()

1 School of Agriculture and Environmental Science, University of Southern Queensland, Toowoomba, Australia. 2 Irrigation and Water Management Division, Bangladesh Rice Research Institute (BRRI), ...
GitHub

AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Agriculture Mapping

This repository is the code implementation of the paper AgriFM: A Multi-source Temporal Remote Sensing Foundation Model for Agriculture Mapping. AgriFM is a multi-source temporal remote sensing ...
Winnipeg Free Press

Quebec to set 150-metre limit between schools and supervised injection sites

QUÉBEC - The Quebec government has tabled legislation that would ensure a minimum 150-metre distance between supervised injection sites and schools and daycares. One year of digital access for only ...
Eagle-Tribune

Fed prosecutor: Supervised drug use sites 'categorically illegal'

BOSTON — The new top federal prosecutor in Massachusetts underscored her opposition this week to supervised drug use sites and issued a “guarantee” that the Trump administration will never allow ...
Frontiers

Bi-modal contrastive learning for crop classification using Sentinel-2 and Planetscope

Remote sensing has enabled large-scale crop classification for understanding agricultural ecosystems and estimating production yields. In recent years, machine learning has become increasingly ...
Frontiers

Multi-label remote sensing classification with self-supervised gated multi-modal transformers

With the great success of Transformers in the field of machine learning, it is also gradually attracting widespread interest in the field of remote sensing (RS). However, the research in the field of ...
IEEE

TimeSen2Crop: A Million Labeled Samples Dataset of Sentinel 2 Image Time Series for Crop-Type Classification

Abstract: This article presents TimeSen2Crop, a pixel-based dataset made up of more than 1 million samples of Sentinel 2 time series (TSs) associated to 16 crop types. This dataset, publicly available ...