[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 …
Transfer learning in environmental remote sensing
Abstract Machine learning (ML) has proven to be a powerful tool for utilizing the rapidly
increasing amounts of remote sensing data for environmental monitoring. Yet ML models …
increasing amounts of remote sensing data for environmental monitoring. Yet ML models …
Global maps of cropland extent and change show accelerated cropland expansion in the twenty-first century
Spatiotemporally consistent data on global cropland extent is essential for tracking progress
towards sustainable food production. In the present study, we present an analysis of global …
towards sustainable food production. In the present study, we present an analysis of global …
Environmental outcomes of the US renewable fuel standard
The Renewable Fuel Standard (RFS) specifies the use of biofuels in the United States and
thereby guides nearly half of all global biofuel production, yet outcomes of this keystone …
thereby guides nearly half of all global biofuel production, yet outcomes of this keystone …
[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 …
Cropland expansion in the United States produces marginal yields at high costs to wildlife
Recent expansion of croplands in the United States has caused widespread conversion of
grasslands and other ecosystems with largely unknown consequences for agricultural …
grasslands and other ecosystems with largely unknown consequences for agricultural …
The 10-m crop type maps in Northeast China during 2017–2019
Northeast China is the leading grain production region in China where one-fifth of the
national grain is produced; however, consistent and reliable crop maps are still unavailable …
national grain is produced; however, consistent and reliable crop maps are still unavailable …
Recent cover crop adoption is associated with small maize and soybean yield losses in the United States
Cover crops are gaining traction in many agricultural regions, partly driven by increased
public subsidies and by private markets for ecosystem services. These payments are …
public subsidies and by private markets for ecosystem services. These payments are …
OpenET: Filling a critical data gap in water management for the western United States
FS Melton, J Huntington, R Grimm… - JAWRA Journal of …, 2022 - Wiley Online Library
The lack of consistent, accurate information on evapotranspiration (ET) and consumptive
use of water by irrigated agriculture is one of the most important data gaps for water …
use of water by irrigated agriculture is one of the most important data gaps for water …
[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 …