TY - JOUR
T1 - Implications of landscape configuration on understory forage productivity
T2 - A remote sensing assessment of native forests openings
AU - Trinco, Fabio Daniel
AU - Rusch, Verónica Elena
AU - Howison, Ruth Alison
AU - Garibaldi, Lucas Alejandro
AU - Tittonell, Pablo Adrián
N1 - Funding Information:
We are grateful with Comisi?n Nacional de Actividades Espaciales (CONAE) for sharing the SPOT imagery used for the analysis and the University of Groningen (RUG) for the institutional support. Also we acknowledge F. Oddi who helped in early stages when analyzing NDVI datasets; O. Bruzzone, P. Willems and M. Pati?o for statistical analysis recommendations; and S. Hara, L. Laborda and V. Alvarez for writing suggestions.
Funding Information:
This work was supported by grants from Agencia Nacional de Promoción de la Investigación, el Desarrollo Tecnológico y la Innovación, Proyectos de Investigación Científica y Tecnológica de Argentina (ANCyPT, PICT-2016–0305), and we acknowledge World Wildlife Fund (WWF) and PE-E1-I514-001 “Manejo del Bosque con Ganadería Integrada”, INTA, for the financial support.
Publisher Copyright:
© 2021, The Author(s), under exclusive licence to Springer Nature B.V.
PY - 2021/12
Y1 - 2021/12
N2 - Sound management of native forests used for cattle grazing requires understanding the dynamics of forage productivity in the openings. Despite their importance, forage productivity drivers in highly heterogeneous forested landscapes, or their variability over the year, are still unclear. The aim of this work is to find predictors of Normalized Difference Vegetation Index (NDVI) variation in the openings of native temperate forests and to evaluate how these predictors change within the growing season. We used high spatial resolution remote sensing imagery from NW Patagonia to separate forest openings from tree dense canopy. We obtained data of each opening related with herbaceous and shrub forage productivity and calculated landscape metrics. We estimated a multiple linear regression model for predicting NDVI in each season. Beyond known variables related with forage productivity (altitude, precipitation, etc.), the shape of forest’ openings appeared as relevant in predicting NDVI. Higher values of forest opening perimeters were related with a decrease in NDVI in spring when soil water content is not limiting and conversely with an increase in NDVI in summer when water is limiting growth. These results suggest that environmental drivers such as temperature and soil moisture inside the opening, and competition or facilitation process between trees and grasses are mediated by the shape of the opening. Management of heterogeneous native forests for cattle raising requires considering the shape of the openings to maximize forage productivity.
AB - Sound management of native forests used for cattle grazing requires understanding the dynamics of forage productivity in the openings. Despite their importance, forage productivity drivers in highly heterogeneous forested landscapes, or their variability over the year, are still unclear. The aim of this work is to find predictors of Normalized Difference Vegetation Index (NDVI) variation in the openings of native temperate forests and to evaluate how these predictors change within the growing season. We used high spatial resolution remote sensing imagery from NW Patagonia to separate forest openings from tree dense canopy. We obtained data of each opening related with herbaceous and shrub forage productivity and calculated landscape metrics. We estimated a multiple linear regression model for predicting NDVI in each season. Beyond known variables related with forage productivity (altitude, precipitation, etc.), the shape of forest’ openings appeared as relevant in predicting NDVI. Higher values of forest opening perimeters were related with a decrease in NDVI in spring when soil water content is not limiting and conversely with an increase in NDVI in summer when water is limiting growth. These results suggest that environmental drivers such as temperature and soil moisture inside the opening, and competition or facilitation process between trees and grasses are mediated by the shape of the opening. Management of heterogeneous native forests for cattle raising requires considering the shape of the openings to maximize forage productivity.
KW - Cattle
KW - Grazing
KW - Heterogeneity
KW - NDVI
KW - Seasonality
KW - Temperate forests
KW - SILVOPASTORAL SYSTEMS
KW - TRANSITION MODELS
KW - ANIMAL PRODUCTION
KW - HERBIVORE
KW - PATAGONIA
KW - CLIMATE
KW - MICROCLIMATE
KW - ECOSYSTEM
KW - TREES
UR - http://www.scopus.com/inward/record.url?scp=85113815770&partnerID=8YFLogxK
U2 - 10.1007/s10457-021-00676-w
DO - 10.1007/s10457-021-00676-w
M3 - Article
AN - SCOPUS:85113815770
SN - 0167-4366
VL - 95
SP - 1675
EP - 1688
JO - Agroforestry systems
JF - Agroforestry systems
IS - 8
ER -