<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0188-4611</journal-id>
<journal-title><![CDATA[Investigaciones geográficas]]></journal-title>
<abbrev-journal-title><![CDATA[Invest. Geog]]></abbrev-journal-title>
<issn>0188-4611</issn>
<publisher>
<publisher-name><![CDATA[Universidad Nacional Autónoma de México, Instituto de Geografía]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0188-46112024000100106</article-id>
<article-id pub-id-type="doi">10.14350/rig.60790</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Importancia de las estimaciones por muestreo probabilístico para analizar dinámicas forestales regionales: una evaluación de los datos de Global Forest Change en el este de México]]></article-title>
<article-title xml:lang="en"><![CDATA[Importance of probability sampling estimates for analyzing regional forest dynamics: an evaluation of Global Forest Change data in eastern Mexico]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[López Arcadia]]></surname>
<given-names><![CDATA[Carlos Alberto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Bonilla Moheno]]></surname>
<given-names><![CDATA[Martha]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Instituto de Ecología, A.C. Red Ambiente y Sustentabilidad ]]></institution>
<addr-line><![CDATA[Xalapa Veracruz]]></addr-line>
<country>México</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Instituto de Ecología, A.C. Red Ambiente y Sustentabilidad ]]></institution>
<addr-line><![CDATA[Xalapa Veracruz]]></addr-line>
<country>México</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2024</year>
</pub-date>
<numero>113</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_arttext&amp;pid=S0188-46112024000100106&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_abstract&amp;pid=S0188-46112024000100106&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.mx/scielo.php?script=sci_pdf&amp;pid=S0188-46112024000100106&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen La base de datos de Global Forest Change (GFC) ha facilitado el acceso al análisis y monitoreo de dinámicas del suelo a distintas escalas. Sin embargo, estos datos pueden presentar imprecisiones espacio-temporales ocasionadas por las características del paisaje, las prácticas de manejo agrícola y la escala espacial de la evaluación. Para reducir dichas inexactitud es recomendable realizar evaluaciones para cada caso de estudio utilizando estimaciones por muestreo probabilístico. En México ha habido un incremento en estudios con la base de datos de GFC para calcular la pérdida de cobertura forestal; sin embargo, pocos lo han hecho usando estimaciones por muestreo. En este estudio realizamos una evaluación utilizando estimaciones por muestreo probabilístico en cuatro regiones cafetaleras del este de México con características climáticas y topográficas complejas y una alta presencia de minifundistas. Utilizamos el GFC para llevar a cabo el muestreo probabilístico, agrupando los pixeles de pérdida de cobertura anual en tres categorías: No Pérdida (NP), Posible Pérdida (PP) y Pérdida (P). Para cada región, generamos aleatoriamente 200 puntos de muestreo para P y 100 para PP y NP. Con la ayuda de series de tiempo de los valores máximos y mínimos de NDVI y EVI e imágenes de alta resolución de Google Earth, llevamos a cabo una verificación visual para identificar el año en el que hubo una pérdida de cobertura forestal en cada punto de muestreo. Posteriormente, utilizamos tres procedimientos para calcular la pérdida: una estimación basada en el mapa de GFC; una estimación por muestreo utilizando las categorías P+PP, y una estimación por muestreo utilizando las tres categorías (P+PP+NP). Adicionalmente verificamos la precisión temporal de la base de datos GFC, comparado el año en que se reportó la pérdida con el año en que se observó la pérdida en la evaluación. Encontramos que la pérdida de cobertura forestal fue detectada correctamente por la base de datos más del 90% de las veces en todas las regiones. Sin embargo, la pérdida observada en las categorías PP y NP no detectada por la base de datos fue alta (53-65% y 23-26%, respectivamente). Asimismo, encontramos que la pérdida calculada en las estimaciones por muestreo fue desde cuatro (P+PP) hasta 70 (P+PP+NP) veces mayor que la estimación basada en el mapa. Además, encontramos que la precisión temporal fue relativamente baja (59.5-77.5%), con una tendencia a reportar la pérdida de cobertura forestal uno o más años después de haber tenido lugar. Esto indica que, al realizar evaluaciones regionales en paisajes heterogéneos manejados por pequeños propietarios, la base de datos de GFC puede subestimar considerablemente la pérdida de cobertura forestal. Resaltamos la importancia de realizar evaluaciones por muestreo probabilístico para reducir imprecisiones espaciotemporales que podrían llevar a inferencias erróneas sobre los patrones de pérdida de cobertura forestal.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract The Global Forest Change (GFC) database has facilitated access to soil dynamics analysis and monitoring at different scales. However, these data may contain spatialtemporal inaccuracies caused by landscape characteristics, agricultural management practices, and the spatial scale of the assessment. To reduce these inaccuracies, it is recommended to evaluate each case study using probabilistic sampling estimates. The number of studies that calculate forest cover loss in Mexico using the GFC database has increased; however, few studies have used sampling estimates for this purpose. This study assessed probabilistic sampling estimates in four coffee regions of eastern Mexico with complex climatic and topographic characteristics and numerous smallholders. We used the GFC to carry out probabilistic sampling, grouping the annual coverage loss pixels into three categories: No Loss (NP), Possible Loss (PP), and Loss (P). For each region, we randomly generated 200 sampling points for P and 100 for PP and NP. Using time series of maximum and minimum NDVI and EVI values and high-resolution images from Google Earth, we carried out a visual verification to identify the year with a loss of forest cover at each sampling point. We then used three procedures to calculate the loss: an estimate based on the GFC map, a sampling estimate using the P+PP categories, and a sampling estimate using the three categories (P+PP+NP). Additionally, we validated the temporal accuracy of the GFC database by comparing the year in which the loss was reported with the year in which the loss was observed in the assessment. We found that forest cover loss was correctly detected by the database more than 90 % of the time in all regions. However, the loss observed in PP and NP and not detected by the database was high (53-65 % and 23-26 %, respectively). We also found that the loss calculated in the sampling estimates was four (P+PP) to 70 (P+PP+NP) times greater than map-based estimates. Furthermore, we found a relatively low temporal accuracy (59.5-77.5 %), showing a tendency to report the loss of forest cover one or more years after it occurred. This indicates that the GFC database can significantly underestimate the loss of forest cover by conducting regional assessments on heterogeneous landscapes managed by smallholders. This study highlights the importance of conducting probabilistic sampling assessments to reduce spatio-temporal inaccuracies that could lead to erroneous inferences about patterns of forest cover loss.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[deforestación]]></kwd>
<kwd lng="es"><![CDATA[estimación por muestreo]]></kwd>
<kwd lng="es"><![CDATA[paisajes complejos]]></kwd>
<kwd lng="es"><![CDATA[degradación forestal]]></kwd>
<kwd lng="es"><![CDATA[evaluación regional]]></kwd>
<kwd lng="en"><![CDATA[deforestation]]></kwd>
<kwd lng="en"><![CDATA[sample estimation]]></kwd>
<kwd lng="en"><![CDATA[complex landscapes]]></kwd>
<kwd lng="en"><![CDATA[forest degradation]]></kwd>
<kwd lng="en"><![CDATA[regional assessment]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Armenteras]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Espelta]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Retana]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Deforestation dynamics and drivers in different forest types in Latin America: Three decades of studies (1980-2010)]]></article-title>
<source><![CDATA[Global Environmental Change]]></source>
<year>2017</year>
<volume>46</volume>
<page-range>139-47</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Blackman]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Villalobos]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Use Forests or Lose Them? Regulated Timber Extraction and Tree Cover Loss in Mexico]]></article-title>
<source><![CDATA[Journal of the Association of Environmental and Resource Economists]]></source>
<year>2021</year>
<volume>8</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>125-63</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Boschetti]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Roy]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A stratified random sampling design in space and time for regional to global scale burned area product validation]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2016</year>
<volume>186</volume>
<page-range>465-78</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ceddia]]></surname>
<given-names><![CDATA[M. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The impact of income, land, and wealth inequality on agricultural expansion in Latin America]]></article-title>
<source><![CDATA[Proceedings of the National Academy of Sciences]]></source>
<year>2019</year>
<volume>116</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>2527-32</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cho]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Goldstein]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Gounaridis]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Newell]]></surname>
<given-names><![CDATA[J. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Where does your guacamole come from? Detecting deforestation associated with the export of avocados from Mexico to the United States]]></article-title>
<source><![CDATA[Journal of Environmental Management]]></source>
<year>2021</year>
<volume>278</volume>
</nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chowdhury]]></surname>
<given-names><![CDATA[R. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Driving forces of tropical deforestation: The role of remote sensing and spatial models]]></article-title>
<source><![CDATA[Singapore Journal of Tropical Geography]]></source>
<year>2006</year>
<volume>27</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>82-101</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cunningham]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Cunningham]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Fagan]]></surname>
<given-names><![CDATA[M. E.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Identifying Biases in Global Tree Cover Products: A Case Study in Costa Rica]]></article-title>
<source><![CDATA[Forests]]></source>
<year>2019</year>
<volume>10</volume>
<numero>10</numero>
<issue>10</issue>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ellis]]></surname>
<given-names><![CDATA[E. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Romero Montero]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández Gómez]]></surname>
<given-names><![CDATA[I. U.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Deforestation Processes in the State of Quintana Roo, Mexico: The Role of Land Use and Community Forestry]]></article-title>
<source><![CDATA[Tropical Conservation Science]]></source>
<year>2017</year>
<volume>10</volume>
</nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ellis]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Martinez]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ortega]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Gomez]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Castillo]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forest cover dynamics in the Selva Maya of Central and Southern Quintana Roo, Mexico: Deforestation or degradation?]]></article-title>
<source><![CDATA[Journal of Land Use Science]]></source>
<year>2020</year>
<volume>15</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>25-51</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ellis]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Sierra-Huelsz]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ceballos]]></surname>
<given-names><![CDATA[G.]]></given-names>
</name>
<name>
<surname><![CDATA[Binnquist]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Cerdan]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mixed Effectiveness of REDD plus Subnational Initiatives after 10 Years of Interventions on the Yucatan Peninsula, Mexico]]></article-title>
<source><![CDATA[FORESTS]]></source>
<year>2020</year>
<volume>11</volume>
<numero>9</numero>
<issue>9</issue>
</nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Figueroa]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Galeana-Pizana]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Nunez]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Gomez]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Hernandez-Castro]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Sanchez-Ramirez]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Garduno]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessing drivers and deterrents of deforestation in Mexico through a public policy tool. The adequacy of the index of economic pressure for deforestation]]></article-title>
<source><![CDATA[Forest Policy and Economics]]></source>
<year>2021</year>
<volume>133</volume>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Foley]]></surname>
<given-names><![CDATA[J. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ramankutty]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Brauman]]></surname>
<given-names><![CDATA[K. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Cassidy]]></surname>
<given-names><![CDATA[E. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Gerber]]></surname>
<given-names><![CDATA[J. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Johnston]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Mueller]]></surname>
<given-names><![CDATA[N. D.]]></given-names>
</name>
<name>
<surname><![CDATA[O&#8217;Connell]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Ray]]></surname>
<given-names><![CDATA[D. K.]]></given-names>
</name>
<name>
<surname><![CDATA[West]]></surname>
<given-names><![CDATA[P. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Balzer]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Bennett]]></surname>
<given-names><![CDATA[E. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Carpenter]]></surname>
<given-names><![CDATA[S. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Hill]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Monfreda]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Polasky]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Rockström]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Sheehan]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Siebert]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Zaks]]></surname>
<given-names><![CDATA[D. P. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Solutions for a cultivated planet]]></article-title>
<source><![CDATA[Nature]]></source>
<year>2011</year>
<volume>478</volume>
<numero>7369</numero>
<issue>7369</issue>
</nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Friedl]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[McIver]]></surname>
<given-names><![CDATA[D. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Hodges]]></surname>
<given-names><![CDATA[J. C. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[X. Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Muchoney]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Strahler]]></surname>
<given-names><![CDATA[A. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Woodcock]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Gopal]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Schneider]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Cooper]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Baccini]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Schaaf]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Global land cover mapping from MODIS: Algorithms and early results]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2002</year>
<volume>83</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>287-302</page-range></nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Galiatsatos]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Donoghue]]></surname>
<given-names><![CDATA[D. N. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Watt]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Bholanath]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Pickering]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Mahmood]]></surname>
<given-names><![CDATA[A. R. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[An Assessment of Global Forest Change Datasets for National Forest Monitoring and Reporting]]></article-title>
<source><![CDATA[Remote Sensing]]></source>
<year>2020</year>
<volume>12</volume>
<numero>11</numero>
<issue>11</issue>
</nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Skutsch]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Paneque-Gálvez]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Ghilardi]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Remote sensing of forest degradation: A review]]></article-title>
<source><![CDATA[Environmental Research Letters]]></source>
<year>2020</year>
<volume>15</volume>
<numero>10</numero>
<issue>10</issue>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ghazoul]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Burivalova]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[Garcia-Ulloa]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[King]]></surname>
<given-names><![CDATA[L. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Conceptualizing Forest Degradation]]></article-title>
<source><![CDATA[Trends in Ecology y Evolution]]></source>
<year>2015</year>
<volume>30</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>622-32</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[González-Fernández]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Segarra]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Sunny]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Couturier]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forest cover loss in the Nevado de Toluca volcano protected area (Mexico) after the change to a less restrictive category in 2013]]></article-title>
<source><![CDATA[Biodiversity and Conservation]]></source>
<year>2022</year>
<volume>31</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>871-94</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gorelick]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Hancher]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Dixon]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ilyushchenko]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Thau]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Moore]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Google Earth Engine: Planetary-scale geospatial analysis for everyone]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2017</year>
<volume>202</volume>
<page-range>18-27</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Haines]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Oaxaca and global forest governance: Indigenous autonomy, local institutions, and forest outcomes in Southern Mexico]]></article-title>
<source><![CDATA[Journal of Political Ecology]]></source>
<year>2021</year>
<volume>28</volume>
<page-range>25-46</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Moore]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Hancher]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Turubanova]]></surname>
<given-names><![CDATA[S. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Tyukavina]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Thau]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Goetz]]></surname>
<given-names><![CDATA[S. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Loveland]]></surname>
<given-names><![CDATA[T. R.]]></given-names>
</name>
<name>
<surname><![CDATA[Kommareddy]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Egorov]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Chini]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Justice]]></surname>
<given-names><![CDATA[C. O.]]></given-names>
</name>
<name>
<surname><![CDATA[Townshend]]></surname>
<given-names><![CDATA[J. R. G.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[High-Resolution Global Maps of 21st-Century Forest Cover Change]]></article-title>
<source><![CDATA[Science]]></source>
<year>2013</year>
<volume>342</volume>
<numero>6160</numero>
<issue>6160</issue>
<page-range>850-3</page-range></nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Margono]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Turubanova]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Tyukavina]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Response to Comment on &#8220;High-resolution global maps of 21stcentury forest cover change&#8221;]]></article-title>
<source><![CDATA[Science]]></source>
<year>2014</year>
<volume>344</volume>
<numero>6187</numero>
<issue>6187</issue>
<page-range>981</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hijmans]]></surname>
<given-names><![CDATA[R.J.]]></given-names>
</name>
<name>
<surname><![CDATA[van Etten]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<source><![CDATA[Geographic analysis and modeling wit raster data]]></source>
<year>2012</year>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Izquierdo-Tort]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Ortiz-Rosas]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Vázquez-Cisneros]]></surname>
<given-names><![CDATA[P. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[&#8216;Partial&#8217; participation in Payments for Environmental Services (PES): Land enrolment and forest loss in the Mexican Lacandona Rainforest]]></article-title>
<source><![CDATA[Land Use Policy]]></source>
<year>2019</year>
<volume>87</volume>
</nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jun]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Ban]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Open access to Earth land-cover map]]></article-title>
<source><![CDATA[Nature]]></source>
<year>2014</year>
<volume>514</volume>
<numero>7523</numero>
<issue>7523</issue>
</nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Karmalkar]]></surname>
<given-names><![CDATA[A. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Bradley]]></surname>
<given-names><![CDATA[R. S.]]></given-names>
</name>
<name>
<surname><![CDATA[Diaz]]></surname>
<given-names><![CDATA[H. F.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Climate change in Central America and Mexico: Regional climate model validation and climate change projections]]></article-title>
<source><![CDATA[Climate Dynamics]]></source>
<year>2011</year>
<volume>37</volume>
<numero>3</numero>
<issue>3</issue>
</nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kinnebrew]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Ochoa-Brito]]></surname>
<given-names><![CDATA[J. I.]]></given-names>
</name>
<name>
<surname><![CDATA[French]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[MillsNovoa]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Shoffner]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Siegel]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Biases and limitations of Global Forest Change and authorgenerated land cover maps in detecting deforestation in the Amazon]]></article-title>
<source><![CDATA[PLOS ONE]]></source>
<year>2022</year>
<volume>17</volume>
<numero>7</numero>
<issue>7</issue>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Klass]]></surname>
<given-names><![CDATA[K.]]></given-names>
</name>
<name>
<surname><![CDATA[Belle]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Campos-Villanueva]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Malabet]]></surname>
<given-names><![CDATA[F. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Estrada]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Effects of variation in forest fragment habitat on black howler monkey demography in the unprotected landscape around Palenque National Park, Mexico]]></article-title>
<source><![CDATA[PeerJ]]></source>
<year>2020</year>
<volume>8</volume>
</nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Krylov]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Steininger]]></surname>
<given-names><![CDATA[M. K.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Gost]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Noel]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Talero Ramirez]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Tyukavina]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Di Bella]]></surname>
<given-names><![CDATA[C. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Ellis]]></surname>
<given-names><![CDATA[E. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Ellis]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Contrasting tree-cover loss and subsequent land cover in two neotropical forest regions: Sample-based assessment of the Mexican Yucatán and Argentine Chaco]]></article-title>
<source><![CDATA[Journal of Land Use Science]]></source>
<year>2018</year>
<volume>13</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>549-64</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lawrence]]></surname>
<given-names><![CDATA[T. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Stedman]]></surname>
<given-names><![CDATA[R. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Morreale]]></surname>
<given-names><![CDATA[S. J.]]></given-names>
</name>
<name>
<surname><![CDATA[Taylor]]></surname>
<given-names><![CDATA[S. R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Rethinking Landscape Conservation: Linking Globalized Agriculture to Changes to Indigenous Community-Managed Landscapes]]></article-title>
<source><![CDATA[Tropical Conservation Science]]></source>
<year>2019</year>
<volume>12</volume>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Linke]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Fortin]]></surname>
<given-names><![CDATA[M.-J.]]></given-names>
</name>
<name>
<surname><![CDATA[Courtenay]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Cormier]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[High-resolution global maps of 21st-century annual forest loss: Independent accuracy assessment and application in a temperate forest region of Atlantic Canada]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2017</year>
<volume>188</volume>
<page-range>164-76</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[López-Arcadia]]></surname>
<given-names><![CDATA[C.A.]]></given-names>
</name>
</person-group>
<source><![CDATA[Después de la roya: red de cafeticultura y cambios en la cobertura forestal del paisaje cafetalero del centro de Veracruz]]></source>
<year>2022</year>
<publisher-name><![CDATA[Instituto de Ecología, A.C.]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Matricardi]]></surname>
<given-names><![CDATA[E. A. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Skole]]></surname>
<given-names><![CDATA[D. L.]]></given-names>
</name>
<name>
<surname><![CDATA[Costa]]></surname>
<given-names><![CDATA[O. B.]]></given-names>
</name>
<name>
<surname><![CDATA[Pedlowski]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Samek]]></surname>
<given-names><![CDATA[J. H.]]></given-names>
</name>
<name>
<surname><![CDATA[Miguel]]></surname>
<given-names><![CDATA[E. P.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Longterm forest degradation surpasses deforestation in the Brazilian Amazon]]></article-title>
<source><![CDATA[Science]]></source>
<year>2020</year>
<volume>369</volume>
<numero>6509</numero>
<issue>6509</issue>
<page-range>1378-82</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[McRoberts]]></surname>
<given-names><![CDATA[R. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Vibrans]]></surname>
<given-names><![CDATA[A. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Sannier]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Næsset]]></surname>
<given-names><![CDATA[E.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Walters]]></surname>
<given-names><![CDATA[B. F.]]></given-names>
</name>
<name>
<surname><![CDATA[Lingner]]></surname>
<given-names><![CDATA[D. V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Methods for evaluating the utilities of local and global maps for increasing the precision of estimates of subtropical forest area]]></article-title>
<source><![CDATA[Canadian Journal of Forest Research]]></source>
<year>2016</year>
<volume>46</volume>
<numero>7</numero>
<issue>7</issue>
<page-range>924-32</page-range></nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Milodowski]]></surname>
<given-names><![CDATA[D. T.]]></given-names>
</name>
<name>
<surname><![CDATA[Mitchard]]></surname>
<given-names><![CDATA[E. T. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Williams]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Forest loss maps from regional satellite monitoring systematically underestimate deforestation in two rapidly changing parts of the Amazon]]></article-title>
<source><![CDATA[Environmental Research Letters]]></source>
<year>2017</year>
<volume>12</volume>
<numero>9</numero>
<issue>9</issue>
</nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Olofsson]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Foody]]></surname>
<given-names><![CDATA[G. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Herold]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Woodcock]]></surname>
<given-names><![CDATA[C. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Wulder]]></surname>
<given-names><![CDATA[M. A.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Good practices for estimating area and assessing accuracy of land change]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2014</year>
<volume>148</volume>
<page-range>42-57</page-range></nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pettorelli]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Laurance]]></surname>
<given-names><![CDATA[W. F.]]></given-names>
</name>
<name>
<surname><![CDATA[O&#8217;Brien]]></surname>
<given-names><![CDATA[T. G.]]></given-names>
</name>
<name>
<surname><![CDATA[Wegmann]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Nagendra]]></surname>
<given-names><![CDATA[H.]]></given-names>
</name>
<name>
<surname><![CDATA[Turner]]></surname>
<given-names><![CDATA[W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Satellite remote sensing for applied ecologists: Opportunities and challenges]]></article-title>
<source><![CDATA[Journal of Applied Ecology]]></source>
<year>2014</year>
<volume>51</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>839-48</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Portillo-Quintero]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Smith]]></surname>
<given-names><![CDATA[V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Emerging trends of tropical dry forests loss in North y Central America during 2001-2013: The role of contextual and underlying drivers]]></article-title>
<source><![CDATA[Applied Geography]]></source>
<year>2018</year>
<volume>94</volume>
<page-range>58-70</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Powlen]]></surname>
<given-names><![CDATA[K. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Gavin]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Jones]]></surname>
<given-names><![CDATA[K. W.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Management effectiveness positively influences forest conservation outcomes in protected areas]]></article-title>
<source><![CDATA[Biological Conservation]]></source>
<year>2021</year>
<volume>260</volume>
</nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Qin]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Xiao]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Wigneron]]></surname>
<given-names><![CDATA[J.-P.]]></given-names>
</name>
<name>
<surname><![CDATA[Ciais]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Brandt]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Fan]]></surname>
<given-names><![CDATA[L.]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Crowell]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Wu]]></surname>
<given-names><![CDATA[X.]]></given-names>
</name>
<name>
<surname><![CDATA[Doughty]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Y.]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Sitch]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Moore]]></surname>
<given-names><![CDATA[B.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Carbon loss from forest degradation exceeds that from deforestation in the Brazilian Amazon]]></article-title>
<source><![CDATA[Nature Climate Change]]></source>
<year>2021</year>
<volume>11</volume>
<numero>5</numero>
<issue>5</issue>
</nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ramirez-Reyes]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Sims]]></surname>
<given-names><![CDATA[K. R. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Radeloff]]></surname>
<given-names><![CDATA[V. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Payments for ecosystem services in Mexico reduce forest fragmentation]]></article-title>
<source><![CDATA[Ecological Applications]]></source>
<year>2018</year>
<volume>28</volume>
<numero>8</numero>
<issue>8</issue>
<page-range>1982-97</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sandker]]></surname>
<given-names><![CDATA[M.]]></given-names>
</name>
<name>
<surname><![CDATA[Carrillo]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Leng]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[Lee]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
<name>
<surname><![CDATA[d&#8217;Annunzio]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Fox]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Importance of High-Quality Data for REDD+ Monitoring and Reporting]]></article-title>
<source><![CDATA[Forests]]></source>
<year>2021</year>
<volume>12</volume>
<numero>1</numero>
<issue>1</issue>
</nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sannier]]></surname>
<given-names><![CDATA[C.]]></given-names>
</name>
<name>
<surname><![CDATA[McRoberts]]></surname>
<given-names><![CDATA[R. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Fichet]]></surname>
<given-names><![CDATA[L.-V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Suitability of Global Forest Change data to report forest cover estimates at national level in Gabon]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2016</year>
<volume>173</volume>
<page-range>326-38</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Seymour]]></surname>
<given-names><![CDATA[F.]]></given-names>
</name>
<name>
<surname><![CDATA[Harris]]></surname>
<given-names><![CDATA[N. L.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Reducing tropical deforestation]]></article-title>
<source><![CDATA[Science]]></source>
<year>2019</year>
<volume>365</volume>
<numero>6455</numero>
<issue>6455</issue>
<page-range>756-7</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sims]]></surname>
<given-names><![CDATA[K. R. E.]]></given-names>
</name>
<name>
<surname><![CDATA[Alix-Garcia]]></surname>
<given-names><![CDATA[J. M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Parks versus PES: Evaluating direct and incentive-based land conservation in Mexico]]></article-title>
<source><![CDATA[Journal of Environmental Economics and Management]]></source>
<year>2017</year>
<volume>86</volume>
<page-range>8-28</page-range></nlm-citation>
</ref>
<ref id="B45">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimating area from an accuracy assessment error matrix]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2013</year>
<volume>132</volume>
<page-range>202-11</page-range></nlm-citation>
</ref>
<ref id="B46">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S.V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Impact of sample size allocation when using stratified random sampling to estimate accuracy and area of land-cover change]]></article-title>
<source><![CDATA[Remote Sensing Letters]]></source>
<year>2014</year>
<volume>3</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>111-20</page-range></nlm-citation>
</ref>
<ref id="B47">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S.V.]]></given-names>
</name>
<name>
<surname><![CDATA[Foody]]></surname>
<given-names><![CDATA[G.M.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Key issues in rigorous accuracy assessment of land cover products]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2019</year>
<volume>231</volume>
</nlm-citation>
</ref>
<ref id="B48">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tropek]]></surname>
<given-names><![CDATA[R.]]></given-names>
</name>
<name>
<surname><![CDATA[Sedlá&#269;ek]]></surname>
<given-names><![CDATA[O.]]></given-names>
</name>
<name>
<surname><![CDATA[Beck]]></surname>
<given-names><![CDATA[J.]]></given-names>
</name>
<name>
<surname><![CDATA[Keil]]></surname>
<given-names><![CDATA[P.]]></given-names>
</name>
<name>
<surname><![CDATA[Musilová]]></surname>
<given-names><![CDATA[Z.]]></given-names>
</name>
<name>
<surname><![CDATA[&#352;ímová]]></surname>
<given-names><![CDATA[I.]]></given-names>
</name>
<name>
<surname><![CDATA[Storch]]></surname>
<given-names><![CDATA[D.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comment on &#8220;High-resolution global maps of 21st-century forest cover change&#8221;]]></article-title>
<source><![CDATA[Science]]></source>
<year>2014</year>
</nlm-citation>
</ref>
<ref id="B49">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Turubanova]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Tyukavina]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Ongoing primary forest loss in Brazil, Democratic Republic of the Congo, and Indonesia]]></article-title>
<source><![CDATA[Environmental Research Letters]]></source>
<year>2018</year>
<volume>13</volume>
<numero>7</numero>
<issue>7</issue>
</nlm-citation>
</ref>
<ref id="B50">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tyukavina]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Baccini]]></surname>
<given-names><![CDATA[A.]]></given-names>
</name>
<name>
<surname><![CDATA[Hansen]]></surname>
<given-names><![CDATA[M. C.]]></given-names>
</name>
<name>
<surname><![CDATA[Potapov]]></surname>
<given-names><![CDATA[P. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S. V.]]></given-names>
</name>
<name>
<surname><![CDATA[Houghton]]></surname>
<given-names><![CDATA[R. A.]]></given-names>
</name>
<name>
<surname><![CDATA[Krylov]]></surname>
<given-names><![CDATA[A. M.]]></given-names>
</name>
<name>
<surname><![CDATA[Turubanova]]></surname>
<given-names><![CDATA[S.]]></given-names>
</name>
<name>
<surname><![CDATA[Goetz]]></surname>
<given-names><![CDATA[S. J.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Aboveground carbon loss in natural and managed tropical forests from 2000 to 2012]]></article-title>
<source><![CDATA[Environmental Research Letters]]></source>
<year>2015</year>
<volume>10</volume>
<numero>7</numero>
<issue>7</issue>
</nlm-citation>
</ref>
<ref id="B51">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wagner]]></surname>
<given-names><![CDATA[J.E.]]></given-names>
</name>
<name>
<surname><![CDATA[Stehman]]></surname>
<given-names><![CDATA[S.V.]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Optimizing sample size allocation to strata for estimating area and map accuracy]]></article-title>
<source><![CDATA[Remote Sensing of Environment]]></source>
<year>2015</year>
<volume>168</volume>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
