Remote sensing of grassland production and management—A review

S Reinermann, S Asam, C Kuenzer - Remote Sensing, 2020 - mdpi.com
Grasslands cover one third of the earth's terrestrial surface and are mainly used for livestock
production. The usage type, use intensity and condition of grasslands are often unclear …

Precipitation impacts on vegetation spring phenology on the T ibetan P lateau

M Shen, S Piao, N Cong, G Zhang… - Global change …, 2015 - Wiley Online Library
The ongoing changes in vegetation spring phenology in temperate/cold regions are widely
attributed to temperature. However, in arid/semiarid ecosystems, the correlation between …

Strong impacts of daily minimum temperature on the green‐up date and summer greenness of the Tibetan Plateau

M Shen, S Piao, X Chen, S An, YH Fu… - Global change …, 2016 - Wiley Online Library
Understanding vegetation responses to climate change on the Tibetan Plateau (TP) helps in
elucidating the land–atmosphere energy exchange, which affects air mass movement over …

[HTML][HTML] Application of Sentinel-2A data for pasture biomass monitoring using a physically based radiative transfer model

SM Punalekar, A Verhoef, TL Quaife… - Remote Sensing of …, 2018 - Elsevier
A large proportion of the global land surface is covered by pasture. The advent of the
Sentinel satellites program provides free datasets with good spatiotemporal resolution that …

Modeling managed grassland biomass estimation by using multitemporal remote sensing data—A machine learning approach

I Ali, F Cawkwell, E Dwyer… - IEEE Journal of Selected …, 2016 - ieeexplore.ieee.org
More than 80% of agricultural land in Ireland is grassland, which is a major feed source for
the pasture based dairy farming and livestock industry. Many studies have been undertaken …

Changes in biomass carbon stocks in China's grasslands between 1982 and 1999

S Piao, J Fang, L Zhou, K Tan… - Global biogeochemical …, 2007 - Wiley Online Library
Terrestrial ecosystems in the northern latitudes are significant carbon sinks for atmospheric
CO2; however, few studies come from grassland ecosystems. Using national grassland …

Normalized difference vegetation index (NDVI) as a predictor of forage availability for ungulates in forest and field habitats

T Borowik, N Pettorelli, L Sönnichsen… - European journal of …, 2013 - Springer
Quantifying available plant biomass is a crucial step towards improving our understanding of
herbivore ecology and trophic interactions. Thanks to the development of satellite-derived …

Estimating aboveground biomass of grassland having a high canopy cover: an exploratory analysis of in situ hyperspectral data

J Chen, S Gu, M Shen, Y Tang… - International Journal of …, 2009 - Taylor & Francis
To improve the estimation of aboveground biomass of grassland having a high canopy
cover based on remotely sensed data, we measured in situ hyperspectral reflectance and …

Map** pasture biomass in Mongolia using partial least squares, random forest regression and Landsat 8 imagery

M Otgonbayar, C Atzberger, J Chambers… - … Journal of Remote …, 2019 - Taylor & Francis
The aim of this study was to develop a robust methodology to estimate pasture biomass
across the huge land surface of Mongolia (1.56× 106 km2) using high-resolution Landsat 8 …

Hybrid machine learning methods combined with computer vision approaches to estimate biophysical parameters of pastures

VR Franco, MC Hott, RG Andrade, L Goliatt - Evolutionary Intelligence, 2023 - Springer
With population growth, the search for technologies that enable improvements in production
respecting the environment and people's health has become an essential point for society …