<?xml version="1.0" encoding="UTF-8"?>
<record
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="http://www.loc.gov/MARC21/slim http://www.loc.gov/standards/marcxml/schema/MARC21slim.xsd"
    xmlns="http://www.loc.gov/MARC21/slim">

  <leader>03931nam a2200457 a 4500</leader>
  <controlfield tag="005">20260817161337.0</controlfield>
  <controlfield tag="008">140618s2012    th ad  |||   |000 0 eng d</controlfield>
  <datafield tag="035" ind1=" " ind2=" ">
    <subfield code="a">.b12133309</subfield>
  </datafield>
  <datafield tag="099" ind1=" " ind2="9">
    <subfield code="a">AIT Thesis no.RS-12-07</subfield>
  </datafield>
  <datafield tag="100" ind1="0" ind2=" ">
    <subfield code="a">Natthasiree Chulinrak</subfield>
  </datafield>
  <datafield tag="245" ind1="1" ind2="0">
    <subfield code="a">Above ground biomass study in dipterocarp forest, Southeast Asia by ALOS AVNIR-2 and PALSAR</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="a">Pathum Thani :</subfield>
    <subfield code="b">Asian Institute of Technology,</subfield>
    <subfield code="c">2012</subfield>
  </datafield>
  <datafield tag="300" ind1=" " ind2=" ">
    <subfield code="a">220 leaves :</subfield>
    <subfield code="b">ill., charts</subfield>
  </datafield>
  <datafield tag="490" ind1="1" ind2=" ">
    <subfield code="a">Thesis ;</subfield>
    <subfield code="v">no. RS-12-07</subfield>
  </datafield>
  <datafield tag="500" ind1=" " ind2=" ">
    <subfield code="a">A thesis submitted in partial fulfillment of the requirements for the Degree of Master of Science in Remote Sensing and Geographic Information Systems,  School of Engineering and Technology</subfield>
  </datafield>
  <datafield tag="502" ind1=" " ind2=" ">
    <subfield code="a">Thesis (M. Sc.) - Asian Institute of Technology, 2012</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">This study focuses on above ground biomass (AGB) in Dipterocarp forest along the road number 9, Savannakhet Province, Lao PDR, Southeast Asia. The aims of the study were to i) explore in both direct and indirect existing measurements of AGB estimation ii) examine the characteristic of Dipterocarp forest from forest inventory iii) study an alternative AGB estimation through multiple regression analysis on ALOS A VNIR-2, PALSAR, and AGB forest inventory iv) examine the optical and radar characteristic of Dipterocarp forest. Based on both literature and empirical study, a framework was developed to help understand the methodology for this study. For estimation of AGB, the direct and indirect measurements were used in this study. Destructive and Non-Destructive methods were fulfilled AGB estimation. ALOS AVNIR-2 and PALSAR (L-band) HH and HVPolarization were applied for this study. Then, statistical analysis was fulfilled to achieve the function for AGB estimation. The direct measurement done by manpower was expensive and time-consuming. Moreover, wide and inaccessible forest areas were hard to collect data although AGB was very precise and accurate. Therefore, the indirect measurement extracted the productivity through remote sensing technology. Although multiple regressions served an unsatisfactory correlation to the study due to the saturation level on radar backscatter, the potential of radar backscatter characteristic can be explained Dipterocarp forest through three consecutive years on satellite images.  </subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2="0">
    <subfield code="a">Forest biomass</subfield>
    <subfield code="x">Remote sensing</subfield>
    <subfield code="z">Asia, Southeastern</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2="0">
    <subfield code="a">Biomass</subfield>
    <subfield code="x">Remote sensing</subfield>
    <subfield code="z">Asia, Southeastern</subfield>
  </datafield>
  <datafield tag="700" ind1="1" ind2=" ">
    <subfield code="a">Kamiya, Yoshikazu, </subfield>
    <subfield code="e">Chairperson</subfield>
  </datafield>
  <datafield tag="700" ind1="1" ind2=" ">
    <subfield code="a">Taravudh Tipdecho, </subfield>
    <subfield code="e">Examination committee</subfield>
  </datafield>
  <datafield tag="700" ind1="1" ind2=" ">
    <subfield code="a">Shrestha, Rajendra Prasad,</subfield>
    <subfield code="e">Examination Committee</subfield>
  </datafield>
  <datafield tag="710" ind1="2" ind2=" ">
    <subfield code="a">Royal Thai Government, </subfield>
    <subfield code="e">Scholarship donor</subfield>
  </datafield>
  <datafield tag="810" ind1="2" ind2=" ">
    <subfield code="a">Asian Institute of Technology.</subfield>
    <subfield code="t">Thesis ;</subfield>
    <subfield code="v">no. RS-12-07</subfield>
  </datafield>
  <datafield tag="856" ind1=" " ind2=" ">
    <subfield code="3">Full-Text</subfield>
    <subfield code="u">http://203.159.5.9/ait-thesis/detail.php?q=B10988</subfield>
  </datafield>
  <datafield tag="907" ind1=" " ind2=" ">
    <subfield code="a">.b12133309</subfield>
    <subfield code="b">mnait</subfield>
    <subfield code="c">j</subfield>
  </datafield>
  <datafield tag="902" ind1=" " ind2=" ">
    <subfield code="a">241106</subfield>
  </datafield>
  <datafield tag="998" ind1=" " ind2=" ">
    <subfield code="b">0</subfield>
    <subfield code="c">140618</subfield>
    <subfield code="d">m</subfield>
    <subfield code="e">a  </subfield>
    <subfield code="f">j</subfield>
    <subfield code="g">0</subfield>
  </datafield>
  <datafield tag="962" ind1=" " ind2=" ">
    <subfield code="a">000:001:PDF:b1213330:001685:0:0:0:0:0:0</subfield>
    <subfield code="t">Abstract--AIT Thesis no.RS-12-07</subfield>
    <subfield code="v">n</subfield>
  </datafield>
  <datafield tag="945" ind1=" " ind2=" ">
    <subfield code="l">mnait</subfield>
  </datafield>
  <datafield tag="945" ind1=" " ind2=" ">
    <subfield code="l">mnait</subfield>
  </datafield>
  <datafield tag="945" ind1=" " ind2=" ">
    <subfield code="l">mnarc</subfield>
  </datafield>
  <datafield tag="945" ind1=" " ind2=" ">
    <subfield code="l">mnarc</subfield>
  </datafield>
  <datafield tag="942" ind1=" " ind2=" ">
    <subfield code="c">20</subfield>
  </datafield>
  <datafield tag="942" ind1=" " ind2=" ">
    <subfield code="c">40</subfield>
  </datafield>
  <datafield tag="909" ind1=" " ind2=" ">
    <subfield code="a">Barcode : 30050120588628</subfield>
    <subfield code="b">CREATED : 2014-06-18</subfield>
    <subfield code="c">RECORD # : i12812602</subfield>
    <subfield code="d">LPATRON : 1027995</subfield>
    <subfield code="e">LCHKIN : 2017-09-11</subfield>
    <subfield code="f"># RENEWALS : 0</subfield>
    <subfield code="g"># OVERDUE : 0</subfield>
    <subfield code="h">IUSE3 : 2</subfield>
    <subfield code="i">TOT CHKOUT : 1</subfield>
    <subfield code="j">TOT RENEW : 1</subfield>
  </datafield>
  <datafield tag="909" ind1=" " ind2=" ">
    <subfield code="a">Barcode : 30050120588701</subfield>
    <subfield code="b">CREATED : 2014-06-18</subfield>
    <subfield code="c">RECORD # : i12812614</subfield>
    <subfield code="d">LPATRON : 1026132</subfield>
    <subfield code="e">LCHKIN : 2018-02-26</subfield>
    <subfield code="f"># RENEWALS : 0</subfield>
    <subfield code="g"># OVERDUE : 0</subfield>
    <subfield code="h">IUSE3 : 2</subfield>
    <subfield code="i">TOT CHKOUT : 2</subfield>
    <subfield code="j">TOT RENEW : 0</subfield>
  </datafield>
  <datafield tag="909" ind1=" " ind2=" ">
    <subfield code="a">Barcode : 30050120222491</subfield>
    <subfield code="b">CREATED : 2016-03-31</subfield>
    <subfield code="c">RECORD # : i12915300</subfield>
    <subfield code="d">LPATRON : 0</subfield>
    <subfield code="e">LCHKIN : -</subfield>
    <subfield code="f"># RENEWALS : 0</subfield>
    <subfield code="g"># OVERDUE : 0</subfield>
    <subfield code="h">IUSE3 : 0</subfield>
    <subfield code="i">TOT CHKOUT : 0</subfield>
    <subfield code="j">TOT RENEW : 0</subfield>
  </datafield>
  <datafield tag="909" ind1=" " ind2=" ">
    <subfield code="a">Barcode : 30050211017008</subfield>
    <subfield code="b">CREATED : 2022-08-04</subfield>
    <subfield code="c">RECORD # : i13376809</subfield>
    <subfield code="d">LPATRON : 0</subfield>
    <subfield code="e">LCHKIN : -</subfield>
    <subfield code="f"># RENEWALS : 0</subfield>
    <subfield code="g"># OVERDUE : 0</subfield>
    <subfield code="h">IUSE3 : 0</subfield>
    <subfield code="i">TOT CHKOUT : 0</subfield>
    <subfield code="j">TOT RENEW : 0</subfield>
  </datafield>
  <datafield tag="999" ind1=" " ind2=" ">
    <subfield code="c">941</subfield>
    <subfield code="d">941</subfield>
  </datafield>
  <datafield tag="952" ind1=" " ind2=" ">
    <subfield code="0">0</subfield>
    <subfield code="1">0</subfield>
    <subfield code="4">0</subfield>
    <subfield code="7">0</subfield>
    <subfield code="a">MAIN</subfield>
    <subfield code="b">MAIN</subfield>
    <subfield code="c">mnait</subfield>
    <subfield code="d">2026-08-17</subfield>
    <subfield code="g">50.00</subfield>
    <subfield code="l">0</subfield>
    <subfield code="o">AIT Thesis no.RS-12-07</subfield>
    <subfield code="p">30050120588628</subfield>
    <subfield code="r">2026-08-17 16:13:38</subfield>
    <subfield code="t">1</subfield>
    <subfield code="w">2026-08-17</subfield>
    <subfield code="y">20</subfield>
  </datafield>
  <datafield tag="952" ind1=" " ind2=" ">
    <subfield code="0">0</subfield>
    <subfield code="1">0</subfield>
    <subfield code="4">0</subfield>
    <subfield code="7">0</subfield>
    <subfield code="a">MAIN</subfield>
    <subfield code="b">MAIN</subfield>
    <subfield code="c">mnait</subfield>
    <subfield code="d">2026-08-17</subfield>
    <subfield code="g">50.00</subfield>
    <subfield code="l">0</subfield>
    <subfield code="o">AIT Thesis no.RS-12-07</subfield>
    <subfield code="p">30050120588701</subfield>
    <subfield code="r">2026-08-17 16:13:38</subfield>
    <subfield code="t">2</subfield>
    <subfield code="w">2026-08-17</subfield>
    <subfield code="y">20</subfield>
  </datafield>
  <datafield tag="952" ind1=" " ind2=" ">
    <subfield code="0">0</subfield>
    <subfield code="1">0</subfield>
    <subfield code="4">0</subfield>
    <subfield code="7">0</subfield>
    <subfield code="a">MAIN</subfield>
    <subfield code="b">MAIN</subfield>
    <subfield code="c">mnarc</subfield>
    <subfield code="d">2026-08-17</subfield>
    <subfield code="l">0</subfield>
    <subfield code="o">AIT Thesis no.RS-12-07</subfield>
    <subfield code="p">30050120222491</subfield>
    <subfield code="r">2026-08-17 16:13:38</subfield>
    <subfield code="w">2026-08-17</subfield>
    <subfield code="y">40</subfield>
  </datafield>
  <datafield tag="952" ind1=" " ind2=" ">
    <subfield code="0">0</subfield>
    <subfield code="1">0</subfield>
    <subfield code="4">0</subfield>
    <subfield code="7">0</subfield>
    <subfield code="a">MAIN</subfield>
    <subfield code="b">MAIN</subfield>
    <subfield code="c">mnarc</subfield>
    <subfield code="d">2026-08-17</subfield>
    <subfield code="g">50.00</subfield>
    <subfield code="l">0</subfield>
    <subfield code="o">AIT Thesis no.RS-12-07</subfield>
    <subfield code="p">30050211017008</subfield>
    <subfield code="r">2026-08-17 16:13:38</subfield>
    <subfield code="t">3</subfield>
    <subfield code="w">2026-08-17</subfield>
    <subfield code="y">20</subfield>
  </datafield>
</record>
