A comparison of two methods to predict the landscape-scale variation of crop yield

2001 ◽  
Vol 58 (3-4) ◽  
pp. 163-181 ◽  
Author(s):  
F.C Stevenson ◽  
J.D Knight ◽  
O Wendroth ◽  
C van Kessel ◽  
D.R Nielsen
2006 ◽  
Vol 51 (10) ◽  
pp. 1862-1878 ◽  
Author(s):  
GUI H. LIU ◽  
WEI LI ◽  
EN H. LI ◽  
LONG Y. YUAN ◽  
ANTHONY J. DAVY

Ecosystems ◽  
2005 ◽  
Vol 8 (3) ◽  
pp. 301-317 ◽  
Author(s):  
Thomas R. Hrabik ◽  
Ben K. Greenfield ◽  
David B. Lewis ◽  
Amina I. Pollard ◽  
Karen A. Wilson ◽  
...  

2021 ◽  
Author(s):  
Elinor M. Lichtenberg ◽  
Ivan Milosavljević ◽  
Alistair J. Campbell ◽  
David Crowder

Agricultural diversification often promotes biodiversity and ecosystem services by increasing habitat diversity. However, responses to agricultural diversification are context dependent, differentially impacting functional groups of service-providing organisms and crop yields. Conservation and no tillage are promoted as agricultural diversification practices that increase soil heterogeneity and habitat diversity. Here we investigated whether soil tillage practices in canola crop fields altered arthropod biodiversity or yield, and how effects of field-scale diversification compared to landscape-scale habitat context. We focused on effects of high, medium, or no tillage on five functional groups with unique diets and reproductive strategies: (i) herbivores, (ii) kleptoparasites, (iii) parasitoids, (iv) pollinators, and (v) predators. Effects of agricultural diversification on arthropod abundance and diversity varied across functional groups. Pollinators responded to on-farm soil diversification, benefiting from medium tillage. Predators and herbivores responded most strongly to landscape-scale habitat composition and were more abundant in landscapes with more semi-natural habitat. However, variation in arthropod communities had little effect on canola crop yield, which was lowest in fields with no tillage. Policy implications: Our results indicate that natural history differences among arthropod functional groups mediate how habitat availability affects biodiversity. Crop yields, however, showed no response to biodiversity of ecosystem service providers. Our research highlights the need to determine the contexts in which soil diversification practices meet a multi-faceted goal of simultaneously supporting natural biodiversity, ecosystem services, and crop yield.


Ecography ◽  
2020 ◽  
Vol 43 (9) ◽  
pp. 1305-1315
Author(s):  
Emily J. Francis ◽  
Gregory P. Asner ◽  
Katharine J. Mach ◽  
Christopher B. Field

2015 ◽  
Vol 39 (3) ◽  
pp. 310-336 ◽  
Author(s):  
Bradley S. Case ◽  
Roddy J. Hale

Alpine treeline ecotones display spatial variability in a range of features that often reflect underlying abiotic variation and its control on the processes that form and maintain treelines. In this study, we explore treeline pattern–environment relationships for continuous, abrupt Nothofagus treelines in New Zealand across a seven degree latitudinal gradient (circa 39–46° S). Our main aims were: 1) to develop a set of metrics for characterising spatial variation in abrupt treelines at a landscape scale; 2) to relate these metrics to underlying abiotic variation in order to determine the relative roles of climate, substrate, topography and disturbance in structuring Nothofagus treeline patterns; and 3) to develop a possible biogeographic typology of Nothofagus treelines. A GIS-based approach was used to develop seven metrics describing different facets of landscape-scale treeline pattern. Regression modelling and variance partitioning were used to explore relationships among treeline pattern metrics and abiotic variation. Cluster analysis was used to characterise emergent treeline types and GIS was used to map their biogeographic distributions. The individual treeline metrics characterised unique patterns of treeline variation across New Zealand and, upon clustering, resulted in seven distinctive treeline types. Nothofagus treeline patterns in New Zealand are strongly structured by environmental gradients, with about half the landscape-scale variation in treelines being structured by patterns of abiotic variation. Gradients of climatic and disturbance were most influential in explaining landscape-scale variation of individual treeline metrics and of multivariate treeline patterns. The presented, metric-based approach offers a means to develop a comprehensive picture of continuous, landscape-scale treeline variation, bridging an existing research gap between studies at site and global scales. Our approach can enable the development biogeographic treeline typologies that could facilitate the comparison of treeline patterns across large areas and provide a basis for the generation of new hypotheses regarding treeline formation and dynamics.


2018 ◽  
Vol 419-420 ◽  
pp. 291-304 ◽  
Author(s):  
Tarin Paz-Kagan ◽  
Nicholas R. Vaughn ◽  
Roberta E. Martin ◽  
Philip G. Brodrick ◽  
Nathan L. Stephenson ◽  
...  

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