Making oil palm agriculture as efficient as possible is essential to ensuring that this economically important crop can be grown sustainably. To determine how oil palm growth rates vary across tropical landscapes, we used repeat airborne LiDAR data to map the height growth of >500,000 oil palms in Malaysian Borneo over a two-year period coinciding with the 2015-16 El Nin similar to o drought. Despite uncharacteristically dry and hot weather conditions, oils palms grew an average of 1.6 m yr-1 in height over this period. However, oil palm growth rates varied across the landscape and in relation to plant age, tending to be fastest for younger individuals growing closer to forest edges, further from rivers and at higher elevations. Our results highlight the ability of oil palms to grow even during periods of drought and showcase how cutting-edge remote sensing technologies can help improve the efficiency and sustainability of oil palm agriculture.
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Ajeng, Aaronn Avit
;
Abdullah, Rosazlin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Abdullah, Rosazlin
;
Malek, Marlinda Abdul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Sustainable Energy ISE, Kajang 43000, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Malek, Marlinda Abdul
;
Chew, Kit Wayne
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ Malaysia, Sch Energy & Chem Engn, Jalan Sunsuria, Sepang 43900, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Chew, Kit Wayne
;
Ho, Yeek-Chia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Petronas, Civil & Environm Engn Dept, Seri Iskandar 32610, Perak, Malaysia
Univ Teknol PETRONAS, Ctr Urban Resource Sustainabil, Inst Self Sustainable Bldg, Seri Iskandar 32610, Perak, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Ho, Yeek-Chia
;
论文数: 引用数:
h-index:
机构:
Ling, Tau Chuan
;
Lau, Beng Fye
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Lau, Beng Fye
;
Show, Pau Loke
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham, Dept Chem & Environm Engn, Fac Engn, Malaysia Campus, Semenyih 43500, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Asner, Gregory P.
;
Brodrick, Philip G.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Brodrick, Philip G.
;
Philipson, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Dept Environm Syst Sci, Zurich, SwitzerlandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Philipson, Christopher
;
Vaughn, Nicolas R.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Vaughn, Nicolas R.
;
Martin, Roberta E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Martin, Roberta E.
;
Knapp, David E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Knapp, David E.
;
Heckler, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Heckler, Joseph
;
Evans, Luke J.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Evans, Luke J.
;
Juckes, Tommaso
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water Flagship, Wembley, WA, AustraliaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Juckes, Tommaso
;
论文数: 引用数:
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机构:
Goossens, Benoit
;
Stark, Danica J.
论文数: 0引用数: 0
h-index: 0
机构:
Danau Girang Field Ctr, Sabah, Malaysia
Cardiff Univ, Sabah Wildlife Dept, Cardiff, S Glam, WalesCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Stark, Danica J.
;
Reynolds, Glen
论文数: 0引用数: 0
h-index: 0
机构:
South East Asia Rainforest Res Partnership, Sabah, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Reynolds, Glen
;
Ong, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Sabah Forestry Dept, Sandakan, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Ong, Robert
;
Renneboog, Nathan
论文数: 0引用数: 0
h-index: 0
机构:
Pennian Global, London, EnglandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Renneboog, Nathan
;
Kugan, Fred
论文数: 0引用数: 0
h-index: 0
机构:
Sabah Forestry Dept, Sandakan, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Kugan, Fred
;
Coomes, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Plant Sci, Cambridge, EnglandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Asner, Gregory P.
;
Knapp, David E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Knapp, David E.
;
Boardman, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Analyt Imaging & Geophys LLC, Boulder, CO 80303 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Boardman, Joseph
;
Green, Robert O.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Green, Robert O.
;
Kennedy-Bowdoin, Ty
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Kennedy-Bowdoin, Ty
;
Eastwood, Michael
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Eastwood, Michael
;
Martin, Roberta E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Martin, Roberta E.
;
Anderson, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Anderson, Christopher
;
Field, Christopher B.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91001 USA
Univ Calif Los Angeles, Inst Environm & Sustainabil, Los Angeles, CA 90095 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
Ferraz, Antonio
;
Saatchi, Sassan
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91001 USA
Univ Calif Los Angeles, Inst Environm & Sustainabil, Los Angeles, CA 90095 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
Saatchi, Sassan
;
Hamraz, Hamid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, Dept Comp Sci, Lexington, KY 40506 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
机构:
Off Natl Forets, Pole Rech Dev & Innovat Nancy, Site Nancy Brabois, F-54600 Villers Les Nancy, FranceUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Ajeng, Aaronn Avit
;
Abdullah, Rosazlin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Abdullah, Rosazlin
;
Malek, Marlinda Abdul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Tenaga Nas, Inst Sustainable Energy ISE, Kajang 43000, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Malek, Marlinda Abdul
;
Chew, Kit Wayne
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ Malaysia, Sch Energy & Chem Engn, Jalan Sunsuria, Sepang 43900, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Chew, Kit Wayne
;
Ho, Yeek-Chia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Teknol Petronas, Civil & Environm Engn Dept, Seri Iskandar 32610, Perak, Malaysia
Univ Teknol PETRONAS, Ctr Urban Resource Sustainabil, Inst Self Sustainable Bldg, Seri Iskandar 32610, Perak, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Ho, Yeek-Chia
;
论文数: 引用数:
h-index:
机构:
Ling, Tau Chuan
;
Lau, Beng Fye
论文数: 0引用数: 0
h-index: 0
机构:
Univ Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
Lau, Beng Fye
;
Show, Pau Loke
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham, Dept Chem & Environm Engn, Fac Engn, Malaysia Campus, Semenyih 43500, Selangor, MalaysiaUniv Malaya, Fac Sci, Inst Biol Sci, Kuala Lumpur 50603, Malaysia
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Asner, Gregory P.
;
Brodrick, Philip G.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Brodrick, Philip G.
;
Philipson, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Swiss Fed Inst Technol, Dept Environm Syst Sci, Zurich, SwitzerlandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Philipson, Christopher
;
Vaughn, Nicolas R.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Vaughn, Nicolas R.
;
Martin, Roberta E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Martin, Roberta E.
;
Knapp, David E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Knapp, David E.
;
Heckler, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Heckler, Joseph
;
Evans, Luke J.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Evans, Luke J.
;
Juckes, Tommaso
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Land & Water Flagship, Wembley, WA, AustraliaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Juckes, Tommaso
;
论文数: 引用数:
h-index:
机构:
Goossens, Benoit
;
Stark, Danica J.
论文数: 0引用数: 0
h-index: 0
机构:
Danau Girang Field Ctr, Sabah, Malaysia
Cardiff Univ, Sabah Wildlife Dept, Cardiff, S Glam, WalesCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Stark, Danica J.
;
Reynolds, Glen
论文数: 0引用数: 0
h-index: 0
机构:
South East Asia Rainforest Res Partnership, Sabah, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Reynolds, Glen
;
Ong, Robert
论文数: 0引用数: 0
h-index: 0
机构:
Sabah Forestry Dept, Sandakan, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Ong, Robert
;
Renneboog, Nathan
论文数: 0引用数: 0
h-index: 0
机构:
Pennian Global, London, EnglandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Renneboog, Nathan
;
Kugan, Fred
论文数: 0引用数: 0
h-index: 0
机构:
Sabah Forestry Dept, Sandakan, MalaysiaCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Kugan, Fred
;
Coomes, David A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Plant Sci, Cambridge, EnglandCarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Asner, Gregory P.
;
Knapp, David E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Knapp, David E.
;
Boardman, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Analyt Imaging & Geophys LLC, Boulder, CO 80303 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Boardman, Joseph
;
Green, Robert O.
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Green, Robert O.
;
Kennedy-Bowdoin, Ty
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Kennedy-Bowdoin, Ty
;
Eastwood, Michael
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91109 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Eastwood, Michael
;
Martin, Roberta E.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Martin, Roberta E.
;
Anderson, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
Anderson, Christopher
;
Field, Christopher B.
论文数: 0引用数: 0
h-index: 0
机构:
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACarnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USA
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91001 USA
Univ Calif Los Angeles, Inst Environm & Sustainabil, Los Angeles, CA 90095 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
Ferraz, Antonio
;
Saatchi, Sassan
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Jet Prop Lab, Pasadena, CA 91001 USA
Univ Calif Los Angeles, Inst Environm & Sustainabil, Los Angeles, CA 90095 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
Saatchi, Sassan
;
Hamraz, Hamid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, Dept Comp Sci, Lexington, KY 40506 USAUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France
机构:
Off Natl Forets, Pole Rech Dev & Innovat Nancy, Site Nancy Brabois, F-54600 Villers Les Nancy, FranceUniv Montpellier, CIRAD, INRA, AMAP,IRD,CNRS, F-34000 Montpellier, France