Nationwide native forest structure maps for Argentina based on forest inventory data, SAR Sentinel-1 and vegetation metrics from Sentinel-2 imagery

EMO Silveira, VC Radeloff, S Martinuzzi… - Remote Sensing of …, 2023 - Elsevier
Detailed maps of forest structure attributes are crucial for sustainable forest management,
conservation, and forest ecosystem science at the landscape level. Mapping the structure of …

Tools for predicting forage growth in rangelands and economic analyses—a systematic review

SN Subhashree, C Igathinathane, A Akyuz, M Borhan… - Agriculture, 2023 - mdpi.com
Farmers and ranchers depend on annual forage production for grassland livestock
enterprises. Many regression and machine learning (ML) prediction models have been …

Slow-down of deforestation following a Brazilian forest policy was less effective on private lands than in all conservation areas

RFB da Silva, D de Castro Victoria… - … Earth & Environment, 2023 - nature.com
Private lands are important for conservation worldwide, but knowledge about their
effectiveness is still insufficient. To help fill this important knowledge gap, we analyzed the …

Prediction of pasture yield using machine learning-based optical sensing: a systematic review

C Stumpe, J Leukel, T Zimpel - Precision Agriculture, 2024 - Springer
Accurate and reliable predictions of biomass yield are important for decision-making in
pasture management including fertilization, pest control, irrigation, grazing, and mowing …

Estimating pasture aboveground biomass under an integrated crop-livestock system based on spectral and texture measures derived from UAV images

RG Freitas, FRS Pereira, AA Dos Reis… - … and Electronics in …, 2022 - Elsevier
Pasture production under integrated crop-livestock systems (ICLS) is a key element to
support grazing management decisions. Therefore, further experimentation is required to …

Assessing the wall-to-wall spatial and qualitative dynamics of the Brazilian pasturelands 2010–2018, based on the analysis of the Landsat data archive

CO Santos, VV Mesquita, LL Parente, AS Pinto… - Remote Sensing, 2022 - mdpi.com
Brazilian livestock is predominantly extensive, with approximately 90% of the production
being sustained on pasture, which occupies around 20% of the territory. It is estimated that …

[HTML][HTML] From UAV to PlanetScope: Upscaling fractional cover of an invasive species Rosa rugosa

TF Bergamo, RS de Lima, T Kull, RD Ward… - Journal of …, 2023 - Elsevier
Invasive plant species pose a direct threat to biodiversity and ecosystem services. Among
these, Rosa rugosa has had a severe impact on Baltic coastal ecosystems in recent …

Spatiotemporal patterns of pasture quality based on NDVI time-series in Mediterranean Montado ecosystem

J Serrano, S Shahidian, L Paixão, J Marques da Silva… - Remote Sensing, 2021 - mdpi.com
The evolution of dryland pasture quality is closely related to the seasonal and inter-annual
variability characteristic of the Mediterranean climate. This variability introduces great …

Machine learning models for dry matter and biomass estimates on cattle grazing systems

G Defalque, R Santos, D Bungenstab… - … and Electronics in …, 2024 - Elsevier
Monitoring pasture conditions contributes to the animals' decision-making process, avoiding
supplementation losses, and improving cattle performance. Environmental parameters and …

New generation hyperspectral data from DESIS compared to high spatial resolution PlanetScope data for crop type classification

I Aneece, D Foley, P Thenkabail… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Thoroughly investigating the characteristics of new generation hyperspectral and high
spatial resolution spaceborne sensors will advance the study of agricultural crops …