Dataset Open Access

L4B - Maximum tree height map for the Brazilian Amazon

Gorgens, Eric Bastos; Nunes, Matheus Henrique; Jackson, Tobias; Coomes, David; Keller, Michael; Reis, Cristiano Rodrigues; Valbuena, Rubén; Rosette, Jacqueline; Almeida, Danilo Roberti Alves; Gimenez, Bruno; Cantinho, Roberta; Motta, Alline Zagnolli; Assis, Mauro; Pereira, Francisca Rocha de Souza; Spanner, Gustavo; Higuchi, Niro; Ometto, Jean Pierre


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="041" ind1=" " ind2=" ">
    <subfield code="a">eng</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Tropical forest</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Amazon</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">Height</subfield>
  </datafield>
  <controlfield tag="005">20210601141330.0</controlfield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">Funding was provided by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Brasil (CAPES; Finance Code 001); Conselho Nacional de Desenvolvi­mento Científico e Tecnológico (Processes 403297/2016-8 and 301661/2019-7); Amazon Fund (grant 14.2.0929.1); Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM); Instituto Nacional de Pesquisas Espaciais (INPE); São Paulo Research Foundation (#2018/21338-3 and #2019/14697-0); INCT-Madeiras da Amazônia and Next Generation Ecosystem Experiments-Tropics (NGEE-Tropics), as part of DOE's Terrestrial Ecosystem Science Program – Contract No. DE-AC02-05CH11231; National Academy of Sciences and US Agency for International Development (grant AID-OAA-A-11-00012); Royal Society University Research Fellowship (URF\R\191014).</subfield>
  </datafield>
  <controlfield tag="001">4036988</controlfield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Helsinki</subfield>
    <subfield code="0">(orcid)0000-0001-9979-6456</subfield>
    <subfield code="a">Nunes, Matheus Henrique</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Cambridge</subfield>
    <subfield code="0">(orcid)0000-0001-8143-6161</subfield>
    <subfield code="a">Jackson, Tobias</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">University of Cambridge</subfield>
    <subfield code="a">Coomes, David</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">United States Forest Service</subfield>
    <subfield code="0">(orcid)0000-0002-0253-3359</subfield>
    <subfield code="a">Keller, Michael</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Universidade de São Paulo</subfield>
    <subfield code="a">Reis, Cristiano Rodrigues</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Bangor University</subfield>
    <subfield code="a">Valbuena, Rubén</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Swansea University</subfield>
    <subfield code="a">Rosette, Jacqueline</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Universidade de São Paulo</subfield>
    <subfield code="0">(orcid)0000-0002-8747-0085</subfield>
    <subfield code="a">Almeida, Danilo Roberti Alves</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas da Amazônia</subfield>
    <subfield code="0">(orcid)0000-0001-7336-9448</subfield>
    <subfield code="a">Gimenez, Bruno</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Universidade de Brasília</subfield>
    <subfield code="a">Cantinho, Roberta</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Universidade Federal dos Vales do Jequitinhonha e Mucuri</subfield>
    <subfield code="a">Motta, Alline Zagnolli</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas Espaciais</subfield>
    <subfield code="a">Assis, Mauro</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas Espaciais</subfield>
    <subfield code="a">Pereira, Francisca Rocha de Souza</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas da Amazônia</subfield>
    <subfield code="a">Spanner, Gustavo</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas da Amazônia</subfield>
    <subfield code="a">Higuchi, Niro</subfield>
  </datafield>
  <datafield tag="700" ind1=" " ind2=" ">
    <subfield code="u">Instituto Nacional de Pesquisas Espaciais</subfield>
    <subfield code="a">Ometto, Jean Pierre</subfield>
  </datafield>
  <datafield tag="856" ind1="4" ind2=" ">
    <subfield code="s">71091331</subfield>
    <subfield code="z">md5:13a91d311687cf4881b1aa8c2f0ab32d</subfield>
    <subfield code="u">https://zenodo.org/record/4036988/files/rfHeightRasterCor80v14042020.tif</subfield>
  </datafield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">open</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-09-18</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="p">user-gis</subfield>
    <subfield code="o">oai:zenodo.org:4036988</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">Universidade Federal dos Vales do Jequitinhonha e Mucuri</subfield>
    <subfield code="0">(orcid)0000-0003-2517-0279</subfield>
    <subfield code="a">Gorgens, Eric Bastos</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">L4B - Maximum tree height map for the Brazilian Amazon</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">user-gis</subfield>
  </datafield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">NE/S010750/1</subfield>
    <subfield code="a">A 3D perspective on the effects of topography and wind on forest height and dynamics</subfield>
  </datafield>
  <datafield tag="536" ind1=" " ind2=" ">
    <subfield code="c">319905</subfield>
    <subfield code="a">Understanding mechanisms of habitat change in fragmented tropical forests for improving conservation</subfield>
  </datafield>
  <datafield tag="540" ind1=" " ind2=" ">
    <subfield code="u">https://creativecommons.org/licenses/by/4.0/legalcode</subfield>
    <subfield code="a">Creative Commons Attribution 4.0 International</subfield>
  </datafield>
  <datafield tag="650" ind1="1" ind2="7">
    <subfield code="a">cc-by</subfield>
    <subfield code="2">opendefinition.org</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;Maximum tree height distribution estimated by the Random Forest model based on the environmental variables.&amp;nbsp;To explore the influence and importance of the environmental variables for development in tree height, we employed Random Forest modeling, which consists of generating a large number of regression trees, each constructed considering a random data subset. The regression trees are used to identify the best sequence to split the solution space to estimate the output. Were considered 18 environmental variables: (1) fraction of absorbed photosynthetically active radiation (FAPAR; in %); (2) elevation above sea level (Elevation; in m);&amp;nbsp; (3) the component of the horizontal wind towards east, i.e. zonal velocity (u-speed ; in m s&lt;sup&gt;-1&lt;/sup&gt;); (4) the component of the horizontal wind towards north, i.e. meridional velocity (v-speed ; in m s&lt;sup&gt;-1&lt;/sup&gt;); (5) the number of days not affected by cloud cover (clear days; in days yr&lt;sup&gt;-1&lt;/sup&gt;); (6) the number of days with precipitation above 20 mm (days &amp;gt; 20mm; in days yr&lt;sup&gt;-1&lt;/sup&gt;&amp;nbsp;); (7) the number of months with precipitation below 100 mm (months &amp;lt; 100mm; in months yr&lt;sup&gt;-1&lt;/sup&gt;&amp;nbsp;) ; (8) lightning frequency (flashes rate); (9) annual precipitation (in mm); (10) potential evapotranspiration (in mm); (11) coefficient of variation of precipitation (precipitation seasonality; in %); (12) amount of precipitation on the wettest month (precip. wettest; in mm); (13) amount of precipitation on the driest month (precip. driest; in mm); (14) mean annual temperature (in &amp;deg;C); (15)&amp;nbsp; standard deviation of temperature (temp. seasonality; in &amp;deg;C); (16) annual maximum temperature (in &amp;deg;C); (17) soil clay content (in %); and (18) soil water content (in %).&amp;nbsp;&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">url</subfield>
    <subfield code="i">isDocumentedBy</subfield>
    <subfield code="a">https://www.biorxiv.org/content/10.1101/2020.05.15.097683v2</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isReferencedBy</subfield>
    <subfield code="a">10.1111/gcb.15423</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.4036987</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.4036988</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>
69
16
views
downloads
All versions This version
Views 6969
Downloads 1616
Data volume 1.1 GB1.1 GB
Unique views 6363
Unique downloads 1414

Share

Cite as