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| 1 | Use of models in large-area forest surveys: comparing model-assisted, model-based and hybrid estimation显示文摘This paper focuses on the use of models for increasing the precision of estimators in large-area forest surveys.It is motivated by the increasing availability of remotely sensed data,which facilitates the development of models predicting the variables of interest in forest surveys.We present,review and compare three different estimation frameworks where models play a core role:model-assisted,model-based,and hybrid estimation.The first two are well known,whereas the third has only recently been introduced in forest surveys.Hybrid inference mixes designbased and model-based inference,since it relies on a probability sample of auxiliary data and a model predicting the target variable from the auxiliary data.We review studies on large-area forest surveys based on model-assisted,modelbased,and hybrid estimation,and discuss advantages and disadvantages of the approaches.We conclude that no general recommendations can be made about whether model-assisted,model-based,or hybrid estimation should be preferred.The choice depends on the objective of the survey and the possibilities to acquire appropriate field and remotely sensed data.We also conclude that modelling approaches can only be successfully applied for estimating target variables such as growing stock volume or biomass,which are adequately related to commonly available remotely sensed data,and thus purely field based surveys remain important for several important forest parameters. | Goran Stahl Svetlana Saarela Sebastian Schnell Soren Holm Johannes Breidenbach Sean P. Healey Paul L. Patterson Steen Magnussen Erik Naesset Ronald E. McRoberts Timothy G. Gregoire | 2016 | Forest Ecosystems2016，3，2： | 7 |
| 2 | The HTR3A Polymorphism c. -42C>T Is Associated With Amygdala Responsiveness in Patients With Irritable Bowel Syndrome显示文摘 | Lisa A. Kilpatrick Jennifer S. Labus Kristen Coveleskie Christian Hammer Gudrun Rappold Kirsten Tillisch Joshua A. Bueller Brandall Suyenobu Johana M. Jarcho Jim A. McRoberts Beate Niesler Emeran A. Mayer | 2011 | Gastroenterology2011，，7： | 2 |
| 3 | RNA interference (RNAi) inhibits growthofPlasmodiumfalciparum 显示文摘 | McRobert L McConkey GA | 2002 | Mol Biochem Parasitol2002，119，2： | 1 |
| 4 | Assessing Forest Naturalness显示文摘 | Mcroberts R E Winter S Chirici G | 2012 | Forest Science2012，58，3： | 1 |
| 5 | Advances and emerging issues in national forest inventories 显示文摘 | McRoberts R E Tomppo E O Naesset E | 2010 | Scandinavian Journal of Forest Research2010，25，4： | 1 |
| 6 | The stability of thawing slopes显示文摘 | MCROBERTS E C MORGENSTERN N R | 1974 | Canadian Geoteehnieal1974，11，5： | 1 |
| 7 | Using a land cover classification based on satellite imagery to improve the precision of forest inventory area estimates显示文摘 | McRoberts R E | 2002 | Remote Sensing Environ- ment2002，81，1： | 1 |
| 8 | Endemic Fluorosis in the Madras Presidency 显示文摘 | Shortt HE McRobert GR Bernard TW | 1937 | Indian J Med Res1937，25，： | 1 |
| 9 | Laparoscopic retroperitoneal renal cystectomy显示文摘 | MUNCHL C GILLL S MCROBERTS JW | 1994 | JUrol1994，151，1： | 1 |
| 10 | Advancesandemergingissuesinnationalforestinventories显示文摘 | RonalaE Mcroberts ErkkiO etal | 2010 | ScandinavianJournalofForestResearch2010，25，4： | 1 |
| 11 | Effects of uncertainty in model predictions of individual tree volume on large area volume estimates显示文摘 | McRoberts R Westfall J | 2014 | Forest Science2014，60，1： | 1 |
| 12 | Cortieotropin-releasing factor receptor 1 mediates acute and delayed stress-induced visceral hyperalgesia in maternally separated Long-Evans rats 显示文摘 | Schwatz I McRoberts JA Coutinho SV | 2005 | Am J Physiol2005，289，： | 1 |
| 13 | A design approach for pile foundations in permafrost显示文摘 | McRoberts E C | 1976 | Canadian Geotechnical Journal1976，13，： | 1 |
| 14 | Mor phological and molecular characterization of Giardia i- solated from the straw-necked ibis (Threskiornis spini collis) in Western Australia显示文摘 | McRoberts K M Meloni B P Morgan U M | 1996 | J Parasitol1996，82，5： | 1 |
| 15 | Methoxyl groups of plant pectin as a precursor of atmospheric methane:Evidence from deuterium labelling studies显示文摘 | Keppler F Hamilton J T G McRoberts W C | | 0，，04： | 1 |
| 16 | Laparoscopic retroperitoneal renal cystectomy显示文摘 | Munch LC Gill IS McRoberts JW | 1994 | J Urol1994，151，1： | 1 |
| 17 | Advanced glycation end products cause epithelial-myofibroblast transdifferentiation via the receptor for advanced glycation end products(RAGE)显示文摘 | Oldfield MD Bach LA Forbes JM Nikolic-Paterson D McRobert A Thallas V | 2001 | J Clin Invest2001，108，12： | 1 |
| 18 | Phalaris minorseedbank studies: Longevity, seedling emergence and seed production as affected by tillage regime显示文摘 | Franke A C Singh S Mcroberts N | 2007 | Weed Research2007，47，1： | 1 |
| 19 | The Stability of Thawing Slopes Canadian Geotech显示文摘 | McRoberts E C Morgenstern N R | 1974 | (11):447-4691974，，11： | 1 |
| 20 | Development of sensitivity to information for impending collision显示文摘 | Yonas A Bechtold A G Frankel D Gordon F R McRoberts G Norcia A Stemfels S | | 0，，： | 1 |
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