GeoAI for large-scale image analysis and machine vision: recent progress of artificial intelligence in geography
GeoAI, or geospatial artificial intelligence, has become a trending topic and the frontier for
spatial analytics in Geography. Although much progress has been made in exploring the …
spatial analytics in Geography. Although much progress has been made in exploring the …
[HTML][HTML] From parcel to continental scale–A first European crop type map based on Sentinel-1 and LUCAS Copernicus in-situ observations
R d'Andrimont, A Verhegghen, G Lemoine… - Remote sensing of …, 2021 - Elsevier
Detailed parcel-level crop type mapping for the whole European Union (EU) is necessary for
the evaluation of agricultural policies. The Copernicus program, and Sentinel-1 (S1) in …
the evaluation of agricultural policies. The Copernicus program, and Sentinel-1 (S1) in …
[HTML][HTML] Agricultural policy in the era of digitalisation
Digitalisation in the agricultural sector continues to expand. At the same time demands for
an agricultural policy offering better support for sustainability become increasingly fervent …
an agricultural policy offering better support for sustainability become increasingly fervent …
The first wetland inventory map of newfoundland at a spatial resolution of 10 m using sentinel-1 and sentinel-2 data on the google earth engine cloud computing …
Wetlands are one of the most important ecosystems that provide a desirable habitat for a
great variety of flora and fauna. Wetland mapping and modeling using Earth Observation …
great variety of flora and fauna. Wetland mapping and modeling using Earth Observation …
Positioning methods and the use of location and activity data in forests
In this paper, we provide an overview of positioning systems for moving resources in forest
and fire management and review the related literature. Emphasis is placed on the accuracy …
and fire management and review the related literature. Emphasis is placed on the accuracy …
Smart farming becomes even smarter with deep learning—a bibliographical analysis
Z Ünal - IEEE access, 2020 - ieeexplore.ieee.org
Smart farming is a new concept that makes agriculture more efficient and effective by using
advanced information technologies. The latest advancements in connectivity, automation …
advanced information technologies. The latest advancements in connectivity, automation …
[HTML][HTML] Detecting flowering phenology in oil seed rape parcels with Sentinel-1 and-2 time series
R d'Andrimont, M Taymans, G Lemoine… - Remote sensing of …, 2020 - Elsevier
A novel methodology is proposed to robustly map oil seed rape (OSR) flowering phenology
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …
from time series generated from the Copernicus Sentinel-1 (S1) and Sentinel-2 (S2) …
Performance and the optimal integration of Sentinel-1/2 time-series features for crop classification in Northern Mongolia
Accurate and early crop-type maps are essential for agricultural policy development and
food production assessment at regional and national levels. This study aims to produce a …
food production assessment at regional and national levels. This study aims to produce a …
National scale land cover classification for ecosystem services mapping and assessment, using multitemporal copernicus EO data and google earth engine
Land-Use/Land-Cover (LULC) products are a common source of information and a key input
for spatially explicit models of ecosystem service (ES) supply and demand. Global …
for spatially explicit models of ecosystem service (ES) supply and demand. Global …
[HTML][HTML] Monitoring crop phenology with street-level imagery using computer vision
R d'Andrimont, M Yordanov… - … and Electronics in …, 2022 - Elsevier
Street-level imagery holds a significant potential to scale-up in-situ data collection. This is
enabled by combining the use of cheap high-quality cameras with recent advances in deep …
enabled by combining the use of cheap high-quality cameras with recent advances in deep …