[HTML][HTML] Crop monitoring by multimodal remote sensing: A review
Effective approaches to achieve food safety and security can prevent catastrophic situations.
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …
Therefore, it is required to monitor agricultural crops on a regular basis. This can be easily …
Uniting remote sensing, crop modelling and economics for agricultural risk management
The increasing availability of satellite data at higher spatial, temporal and spectral
resolutions is enabling new applications in agriculture and economic development …
resolutions is enabling new applications in agriculture and economic development …
[HTML][HTML] Mapping of crop types and crop sequences with combined time series of Sentinel-1, Sentinel-2 and Landsat 8 data for Germany
L Blickensdörfer, M Schwieder, D Pflugmacher… - Remote sensing of …, 2022 - Elsevier
Monitoring agricultural systems becomes increasingly important in the context of global
challenges like climate change, biodiversity loss, population growth, and the rising demand …
challenges like climate change, biodiversity loss, population growth, and the rising demand …
Dual polarimetric radar vegetation index for crop growth monitoring using sentinel-1 SAR data
Abstract Sentinel-1 Synthetic Aperture Radar (SAR) data have provided an unprecedented
opportunity for crop monitoring due to its high revisit frequency and wide spatial coverage …
opportunity for crop monitoring due to its high revisit frequency and wide spatial coverage …
Sentinel SAR-optical fusion for crop type mapping using deep learning and Google Earth Engine
J Adrian, V Sagan, M Maimaitijiang - ISPRS Journal of Photogrammetry and …, 2021 - Elsevier
Accurate crop type mapping provides numerous benefits for a deeper understanding of food
systems and yield prediction. Ever-increasing big data, easy access to high-resolution …
systems and yield prediction. Ever-increasing big data, easy access to high-resolution …
[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 …
Mapping cropping intensity in China using time series Landsat and Sentinel-2 images and Google Earth Engine
Cropping intensity has undergone dramatic changes worldwide due to the effects of climate
changes and human management activities. Cropping intensity is an important factor …
changes and human management activities. Cropping intensity is an important factor …
Combining Sentinel-1 and Sentinel-2 Satellite Image Time Series for land cover mapping via a multi-source deep learning architecture
The huge amount of data currently produced by modern Earth Observation (EO) missions
has allowed for the design of advanced machine learning techniques able to support …
has allowed for the design of advanced machine learning techniques able to support …
Land use land cover classification with U-net: Advantages of combining sentinel-1 and sentinel-2 imagery
The U-net is nowadays among the most popular deep learning algorithms for land use/land
cover (LULC) mapping; nevertheless, it has rarely been used with synthetic aperture radar …
cover (LULC) mapping; nevertheless, it has rarely been used with synthetic aperture radar …
Bibliometric analysis of global NDVI research trends from 1985 to 2021
Y Xu, Y Yang, X Chen, Y Liu - Remote Sensing, 2022 - mdpi.com
As one of the earliest remote sensing indices, the Normalized Difference Vegetation Index
(NDVI) has been employed extensively for vegetation research. However, despite an …
(NDVI) has been employed extensively for vegetation research. However, despite an …