[HTML][HTML] Fifty years of Landsat science and impacts
Since 1972, the Landsat program has been continually monitoring the Earth, to now provide
50 years of digital, multispectral, medium spatial resolution observations. Over this time …
50 years of digital, multispectral, medium spatial resolution observations. Over this time …
Massive soybean expansion in South America since 2000 and implications for conservation
A prominent goal of policies mitigating climate change and biodiversity loss is to achieve
zero deforestation in the global supply chain of key commodities, such as palm oil and …
zero deforestation in the global supply chain of key commodities, such as palm oil and …
[HTML][HTML] Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis
Efficient methodologies for mapping croplands are an essential condition for the
implementation of sustainable agricultural practices and for monitoring crops periodically …
implementation of sustainable agricultural practices and for monitoring crops periodically …
A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach
Accurate and timely spatial classification of crop types based on remote sensing data is
important for both scientific and practical purposes. Spatially explicit crop-type information …
important for both scientific and practical purposes. Spatially explicit crop-type information …
DeepCropMapping: A multi-temporal deep learning approach with improved spatial generalizability for dynamic corn and soybean mapping
Accurate crop mapping provides important and timely information for decision support on the
estimation of crop production at large scale. Most existing crop-specific cover products …
estimation of crop production at large scale. Most existing crop-specific cover products …
[HTML][HTML] A comparison of global agricultural monitoring systems and current gaps
Global and regional scale agricultural monitoring systems aim to provide up-to-date
information regarding food production to different actors and decision makers in support of …
information regarding food production to different actors and decision makers in support of …
[HTML][HTML] Advances in high-resolution land surface satellite products: A comprehensive review of inversion algorithms, products and challenges
For many applications, raw satellite observations need to be converted to high-level
products of various essential environmental variables. While numerous products are …
products of various essential environmental variables. While numerous products are …
Examining earliest identifiable timing of crops using all available Sentinel 1/2 imagery and Google Earth Engine
Timely and accurate information on crop planting areas is critical for estimating crop
production, and earlier crop mapping can benefit decision-making related to crop insurance …
production, and earlier crop mapping can benefit decision-making related to crop insurance …
Landsat analysis ready data for global land cover and land cover change mapping
The multi-decadal Landsat data record is a unique tool for global land cover and land use
change analysis. However, the large volume of the Landsat image archive and inconsistent …
change analysis. However, the large volume of the Landsat image archive and inconsistent …
Pre-and within-season crop type classification trained with archival land cover information
DM Johnson, R Mueller - Remote Sensing of Environment, 2021 - Elsevier
Crop type maps were created without the traditional need for in-season training data across
the Corn Belt and Great Plains regions of the United States. This was accomplished through …
the Corn Belt and Great Plains regions of the United States. This was accomplished through …