<?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>2072-9294</journal-id>
<journal-title><![CDATA[Journal of the Selva Andina Research Society]]></journal-title>
<abbrev-journal-title><![CDATA[J. Selva Andina Res. Soc.]]></abbrev-journal-title>
<issn>2072-9294</issn>
<publisher>
<publisher-name><![CDATA[Órgano oficial de la:SELVA ANDINA RESEARCH SOCIETY]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S2072-92942025000100028</article-id>
<article-id pub-id-type="doi">10.36610/j.jsars.2025.160100028</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Datos meteorológicos comparativos en las cuencas de río Mauri y Coroico, en relación a datos satelitales]]></article-title>
<article-title xml:lang="en"><![CDATA[Comparative meteorological data in the Mauri and Coroico river basins, in relation to satellite data]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Veizaga Medina]]></surname>
<given-names><![CDATA[Alfredo Ronald]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Pública de El Alto Área de Ciencias Agrícolas Pecuarias y Recursos Naturales ]]></institution>
<addr-line><![CDATA[El Alto La Paz]]></addr-line>
<country>Bolivia</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2025</year>
</pub-date>
<volume>16</volume>
<numero>1</numero>
<fpage>28</fpage>
<lpage>39</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_arttext&amp;pid=S2072-92942025000100028&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_abstract&amp;pid=S2072-92942025000100028&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.bo/scielo.php?script=sci_pdf&amp;pid=S2072-92942025000100028&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[Resumen En algunas estaciones de Bolivia no existen datos meteorológicos o están incompletos, para realizar diversos estudios entre ellos el balance hídrico en cuencas como el Mauri y Coroico, una alternativa son los datos provenientes de satélites que están disponibles y fueron reanalizados, sin embargo, antes de utilizarlos se debe realizar comparaciones y análisis en base a las estaciones in situ, para utilizarlas directamente o realizar algún ajuste. A nivel internacional existen varios estudios sobre la comparación de datos meteorológicos medidos en estaciones en comparación a datos satelitales. Estudios previos en Bolivia señalaron que los datos de Re análisis del Sistema de Previsión Climática, que utiliza el modelo Herramienta de Evaluación del Agua y Suelo provenientes de satélites, son aceptables para la temperatura media y mínima, en la Cuenca Katari utilizaron datos satelitales de precipitación para ajustar los vacíos en algunas estaciones. En esta investigación se obtuvieron datos meteorológicos (temperatura máxima, mínima y precipitación) del Servicio Nacional de Meteorología e Hidrología de Perú y Bolivia, para las estaciones de Chuapalca y Calacoto, ubicados en la cuenca del rio Mauri, y Caranavi en la cuenca del rio Coroico. Los datos fueron comparados estadísticamente, mediante el coeficiente de suficiencia de Nash Sutcliffe, porcentaje de sesgo (PBIAS) y r = CoC (coeficiente de correlación de Pearson), con los datos meteorológicos obtenidos de la NASA (Administración Nacional de Aeronáutica y del Espacio de Estados Unidos de Norte América). El resultado muestra que los datos de la NASA son confiables principalmente para la temperatura máxima y mínima con coeficientes de correlación aceptables superiores a 0.4. Sin embargo, para la precipitación, sobrestiman o subestiman los datos medidos por el SENAMHI, muy probablemente debido a que la precipitación estimado por satélites es afectada por varios factores como, la humedad atmosférica, topografía, montañas y el fenómeno del niño y la niña. Concluyéndose que para la cuenca Mauri en el Altiplano se podría utilizar directamente los datos satelitales re analizados, sin embargo, para la precipitación se debería realizar ajustes antes de utilizarlas. Por otro lado, para la cuenca del rio Coroico en la estación de Caranavi, antes de utilizar las temperaturas y precipitación satelitales reanalizadas se deberías realizar ajustes mediante técnicas como regresión u otras.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[Abstract In some stations in Bolivia, there are no meteorological data or they are incomplete, to carry out various studies including the water balance in basins such as the Mauri and Coroico, an alternative is the data from satellites that are available and were reanalyzed, before using them, comparisons and analysis must be made based on the stations in situ, to use them directly or make some adjustment. Internationally, there are several studies on the comparison of meteorological data measured at stations with satellite data. Previous studies in Bolivia indicated that data from the Climate Forecast System Re-analysis, which uses the Water and Soil Assessment Tool model from satellites, is acceptable for mean and minimum temperature, and in the Katari Basin they used satellite precipitation data to adjust for gaps at some stations. In this research, meteorological data (maximum and minimum temperature and precipitation) were obtained from the National Meteorological and Hydrological Service of Peru and Bolivia, for the stations of Chuapalca and Calacoto, located in the Mauri river basin, and Caranavi in the Coroico river basin. The data were statistically compared, using the Nash Sutcliffe coefficient of adequacy, percentage bias (PBIAS), and r = CoC (Pearson's correlation coefficient), with meteorological data obtained from NASA (National Aeronautics and Space Administration of the United States of America). The result shows that NASA data are reliable mainly for maximum and minimum temperatures with acceptable correlation coefficients above 0.4. However, for precipitation, they overestimate or underestimate the data measured by SENAMHI, most likely because satellite-estimated precipitation is affected by several factors such as atmospheric humidity, topography, mountains, and the El Niño and La Niña phenomena. It was concluded that for the Mauri basin in the Altiplano, the re-analyzed satellite data could be used directly, however, precipitation adjustments should be made before using them. On the other hand, for the Coroico river basin at the Caranavi station, adjustments should be made using techniques such as regression or others before using the re-analyzed satellite temperatures and precipitation.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[Datos meteorológicos]]></kwd>
<kwd lng="es"><![CDATA[temperatura]]></kwd>
<kwd lng="es"><![CDATA[precipitación]]></kwd>
<kwd lng="es"><![CDATA[estaciones terrestres y satelitales]]></kwd>
<kwd lng="es"><![CDATA[cuenca Mauri y Coroico]]></kwd>
<kwd lng="en"><![CDATA[Meteorological data]]></kwd>
<kwd lng="en"><![CDATA[Temperature]]></kwd>
<kwd lng="en"><![CDATA[precipitation]]></kwd>
<kwd lng="en"><![CDATA[measured at ground and satellite stations]]></kwd>
<kwd lng="en"><![CDATA[Mauri and Coroico basin]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sharma]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Chen]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Zhou]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Yang]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Li]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Niu]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of GPM-era satellite precipitation products on the southern slopes of the Central Himalayas against rain gauge data]]></article-title>
<source><![CDATA[Remote Sens]]></source>
<year>2020</year>
<volume>12</volume>
<numero>11</numero>
<issue>11</issue>
<page-range>1836</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chua]]></surname>
<given-names><![CDATA[ZW]]></given-names>
</name>
<name>
<surname><![CDATA[Kuleshov]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Watkins]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of satellite precipitation estimates over Australia]]></article-title>
<source><![CDATA[Remote Sens]]></source>
<year>2020</year>
<volume>12</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>678</page-range></nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wei]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Jiang]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Ren]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluation of seventeen satellite-, reanalysis-, and gauge-based precipitation products for drou-ght monitoring across mainland China]]></article-title>
<source><![CDATA[Atmos Res]]></source>
<year>2021</year>
<volume>263</volume>
<page-range>105813</page-range></nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Sun]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Yao]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluating satellite-based and reanalysis precipitation datasets with gauge-observed data and hydrological modeling in the Xihe River Basin, China]]></article-title>
<source><![CDATA[Atmos Res]]></source>
<year>2020</year>
<volume>234</volume>
<page-range>104746</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rodrigues]]></surname>
<given-names><![CDATA[DT]]></given-names>
</name>
<name>
<surname><![CDATA[Gonçalves]]></surname>
<given-names><![CDATA[WA]]></given-names>
</name>
<name>
<surname><![CDATA[Spyrides]]></surname>
<given-names><![CDATA[MHC]]></given-names>
</name>
<name>
<surname><![CDATA[Santos e Silva]]></surname>
<given-names><![CDATA[CM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spatial and temporal assessment of the extreme and daily precipitation of the Tropical Rainfall Measuring Mission satellite in Northeast Brazil]]></article-title>
<source><![CDATA[Int J Remote Sens]]></source>
<year>2020</year>
<volume>41</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>549-72</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mouthon-Bello]]></surname>
<given-names><![CDATA[JA]]></given-names>
</name>
<name>
<surname><![CDATA[Quiñones-Bolaños]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Ortiz-Corrales]]></surname>
<given-names><![CDATA[JE]]></given-names>
</name>
<name>
<surname><![CDATA[Mouthon-Barraza]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Hernández-Fuentes]]></surname>
<given-names><![CDATA[MD]]></given-names>
</name>
<name>
<surname><![CDATA[Caraballo-Meza]]></surname>
<given-names><![CDATA[AC]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spatial variability study of rainfall in Cartagena de Indias, Colombia]]></article-title>
<source><![CDATA[J Water Land Dev]]></source>
<year>2022</year>
<numero>55</numero>
<issue>55</issue>
<page-range>138-49</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sekertekin]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Validation of physical radiative transfer equation-based land surface temperature using Landsat 8 satellite imagery and SURFRAD in-situ measurements]]></article-title>
<source><![CDATA[J Atmos Sol-Terr Phys]]></source>
<year>2019</year>
<volume>196</volume>
<page-range>105161</page-range></nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Duan]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
<name>
<surname><![CDATA[Tuo]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[H]]></given-names>
</name>
<name>
<surname><![CDATA[Song]]></surname>
<given-names><![CDATA[X]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hydrological evaluation of open-access precipitation and air temperature datasets using SWAT in a poorly gauged basin in Ethiopia]]></article-title>
<source><![CDATA[J Hydrol]]></source>
<year>2019</year>
<volume>569</volume>
<page-range>612-26</page-range></nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mollericona Alfaro]]></surname>
<given-names><![CDATA[MD]]></given-names>
</name>
<name>
<surname><![CDATA[Mamani Huanca]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Comparison study of meteorological data from Climate Forecast System Reanalysis (CFSR) and National Centers for Environmental Prediction (NCEP) with data from the Station in the Municipality of Viacha, La Paz]]></article-title>
<source><![CDATA[Apthapi]]></source>
<year>2021</year>
<volume>7</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>2216-28</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Natumanya]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Ribeiro]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Mwanjalolo]]></surname>
<given-names><![CDATA[MJG]]></given-names>
</name>
<name>
<surname><![CDATA[Steinbruch]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Using SWAT model and field data to determine potential of NASA-POWER data for modelling rainfall-runoff in Incalaue River Basin]]></article-title>
<source><![CDATA[Computational Water, Energy, and Environmental Engineering]]></source>
<year>2022</year>
<volume>11</volume>
<numero>02</numero>
<issue>02</issue>
<page-range>65-83</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ureña]]></surname>
<given-names><![CDATA[JE]]></given-names>
</name>
<name>
<surname><![CDATA[Vallejos]]></surname>
<given-names><![CDATA[AG]]></given-names>
</name>
<name>
<surname><![CDATA[Saavedra]]></surname>
<given-names><![CDATA[OC]]></given-names>
</name>
<name>
<surname><![CDATA[Escalera]]></surname>
<given-names><![CDATA[AC]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluación de la precipitación distribuida en la Cuenca Katari basado en tecnología satelital y productos derivados]]></article-title>
<source><![CDATA[Inv y Des]]></source>
<year>2018</year>
<volume>18</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>35-51</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[García]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluación de la política y estrategia nacional para la gestión integrada de recursos hídricos y su contribución en el desarrollo sostenible al 2030 Caso Frontera Sur del Perú]]></article-title>
<source><![CDATA[Revista Cuadernos de Trabajo]]></source>
<year>2023</year>
<numero>26</numero>
<issue>26</issue>
<page-range>43-57</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>13</label><nlm-citation citation-type="">
<collab>SENAMHI</collab>
<source><![CDATA[Tiempo/Pronóstico meteorológico]]></source>
<year>2024</year>
</nlm-citation>
</ref>
<ref id="B14">
<label>14</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Choque Huanca]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[Aplicación de la ecuación general de riesgos climático, con énfasis agropecuaria en el municipio de Caranavi]]></source>
<year>2022</year>
<publisher-loc><![CDATA[La Paz ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Mayor de San Andrés]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<label>15</label><nlm-citation citation-type="">
<collab>SENAMHI</collab>
<source><![CDATA[Tiempo/Pronóstico meteorológico]]></source>
<year>2024</year>
</nlm-citation>
</ref>
<ref id="B16">
<label>16</label><nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Darman]]></surname>
<given-names><![CDATA[LP]]></given-names>
</name>
<name>
<surname><![CDATA[Yudha]]></surname>
<given-names><![CDATA[MP]]></given-names>
</name>
<name>
<surname><![CDATA[Abfertiawan]]></surname>
<given-names><![CDATA[MS]]></given-names>
</name>
<name>
<surname><![CDATA[Ariesyady]]></surname>
<given-names><![CDATA[HD]]></given-names>
</name>
<name>
<surname><![CDATA[Salami]]></surname>
<given-names><![CDATA[IRS]]></given-names>
</name>
<name>
<surname><![CDATA[Firdayati]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<source><![CDATA[Assessment of NASA POWER reanalysis products as data resources alternative for weather monitoring in West Sumbawa, Indonesia]]></source>
<year>2024</year>
<volume>485</volume>
<conf-name><![CDATA[ 7th Environmental Technology and Management Conference (ETMC 2023)]]></conf-name>
<conf-loc> </conf-loc>
<page-range>06006</page-range><publisher-loc><![CDATA[Indonesia ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B17">
<label>17</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Rosa]]></surname>
<given-names><![CDATA[SLK]]></given-names>
</name>
<name>
<surname><![CDATA[Souza]]></surname>
<given-names><![CDATA[JLMD]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[AAD]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Data from NASA Power and surface weather stations under different climates on reference evapotranspiration estimation]]></article-title>
<source><![CDATA[Pesqui Agropecu Bras]]></source>
<year>2023</year>
<volume>58</volume>
</nlm-citation>
</ref>
<ref id="B18">
<label>18</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez-Sánchez]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Senent-Aparicio]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Segura-Méndez]]></surname>
<given-names><![CDATA[F]]></given-names>
</name>
<name>
<surname><![CDATA[Pulido-Velazquez]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Srinivasan]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Evaluating hydrological models for deriving water resources in peninsular Spain]]></article-title>
<source><![CDATA[Sustainability]]></source>
<year>2019</year>
<volume>11</volume>
<numero>10</numero>
<issue>10</issue>
<page-range>2872</page-range></nlm-citation>
</ref>
<ref id="B19">
<label>19</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moriasi]]></surname>
<given-names><![CDATA[DN]]></given-names>
</name>
<name>
<surname><![CDATA[Gitau]]></surname>
<given-names><![CDATA[MW]]></given-names>
</name>
<name>
<surname><![CDATA[Pai]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Daggupati]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hydrologic and water quality models performance measures and evaluation criteria]]></article-title>
<source><![CDATA[Trans ASABE]]></source>
<year>2015</year>
<volume>58</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1763-85</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>20</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Fiallos]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[La Correlación de Pearson y el proceso de regresión por el Método de Mínimos Cuadrados]]></article-title>
<source><![CDATA[Cienc Lat]]></source>
<year>2021</year>
<volume>5</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>2491-509</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>21</label><nlm-citation citation-type="">
<collab>The R Foundation</collab>
<source><![CDATA[The R Project for Statistical Computing]]></source>
<year>2024</year>
</nlm-citation>
</ref>
<ref id="B22">
<label>22</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Santabárbara]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cálculo del intervalo de confianza para los coeficientes de correlación mediante sintaxis en SPSS]]></article-title>
<source><![CDATA[REIRE]]></source>
<year>2019</year>
<volume>12</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>1-14</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>23</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Eryani]]></surname>
<given-names><![CDATA[IGAP]]></given-names>
</name>
<name>
<surname><![CDATA[Jayantari]]></surname>
<given-names><![CDATA[MW]]></given-names>
</name>
<name>
<surname><![CDATA[Wijaya]]></surname>
<given-names><![CDATA[IKM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensitivity analysis in parameter calibration of the WEAP model for integrated water resources management in Unda watershed]]></article-title>
<source><![CDATA[Civ Eng Archit]]></source>
<year>2022</year>
<volume>10</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>455-69</page-range></nlm-citation>
</ref>
<ref id="B24">
<label>24</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Moriasi]]></surname>
<given-names><![CDATA[DN]]></given-names>
</name>
<name>
<surname><![CDATA[Gitau]]></surname>
<given-names><![CDATA[MW]]></given-names>
</name>
<name>
<surname><![CDATA[Pai]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Daggupati]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Hydrologic and Water Quality Models Performance Measures and Evaluation Criteria]]></article-title>
<source><![CDATA[Trans ASABE]]></source>
<year>2015</year>
<volume>58</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>1763-85</page-range></nlm-citation>
</ref>
<ref id="B25">
<label>25</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hofer]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Marzeion]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Mölg]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A priori selection and data-based skill assessment of reanalysis data as predictors for daily air temperature on a glaciated, tropical mountain range]]></article-title>
<source><![CDATA[Geosci Model Dev Discuss]]></source>
<year>2013</year>
<volume>6</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>2883-925</page-range></nlm-citation>
</ref>
<ref id="B26">
<label>26</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[de Aguiar]]></surname>
<given-names><![CDATA[JT]]></given-names>
</name>
<name>
<surname><![CDATA[Lobo Jr]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Reliability and discrepancies of rainfall and temperatures from remote sensing and Brazilian ground weather stations]]></article-title>
<source><![CDATA[RSASE]]></source>
<year>2020</year>
<volume>18</volume>
<page-range>100301</page-range></nlm-citation>
</ref>
<ref id="B27">
<label>27</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Raes]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
</person-group>
<source><![CDATA[The ETo Calculator]]></source>
<year>2009</year>
<publisher-loc><![CDATA[Rome ]]></publisher-loc>
<publisher-name><![CDATA[Food and Agriculture Organization of the United Nations]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<label>28</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pizarro]]></surname>
<given-names><![CDATA[TR]]></given-names>
</name>
<name>
<surname><![CDATA[Soto]]></surname>
<given-names><![CDATA[BM]]></given-names>
</name>
<name>
<surname><![CDATA[Farias]]></surname>
<given-names><![CDATA[DC]]></given-names>
</name>
<name>
<surname><![CDATA[Jordan]]></surname>
<given-names><![CDATA[DC]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Aplicación de dos modelos de simulación integral hidrológica, para la estimación de caudales medios mensuales, en dos cuencas de Chile central]]></article-title>
<source><![CDATA[Bosque (Valdivia)]]></source>
<year>2005</year>
<volume>26</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>123-9</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>29</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Castillo-Gómez]]></surname>
<given-names><![CDATA[JSD]]></given-names>
</name>
<name>
<surname><![CDATA[Canchala]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Torres-López]]></surname>
<given-names><![CDATA[WA]]></given-names>
</name>
<name>
<surname><![CDATA[Carvajal-Escobar]]></surname>
<given-names><![CDATA[Y]]></given-names>
</name>
<name>
<surname><![CDATA[Ocampo-Marulanda]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estimation of monthly rainfall missing data in Southwestern Colombia comparing different methods]]></article-title>
<source><![CDATA[RBRH]]></source>
<year>2023</year>
<volume>28</volume>
</nlm-citation>
</ref>
<ref id="B30">
<label>30</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Tapia-Silva]]></surname>
<given-names><![CDATA[FO]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Geostatistics to integrate gauge measurements with downscaled satellite estimates suitable for the local scale]]></article-title>
<source><![CDATA[Tecnol Cienc Agua]]></source>
<year>2024</year>
<volume>15</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>54-110</page-range></nlm-citation>
</ref>
<ref id="B31">
<label>31</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Brocca]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Filippucci]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Hahn]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Ciabatta]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Massari]]></surname>
<given-names><![CDATA[C]]></given-names>
</name>
<name>
<surname><![CDATA[Camici]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[SM2RAIN-ASCAT (2007-2018) global daily satellite rainfall data from ASCAT soil moisture observations]]></article-title>
<source><![CDATA[Earth Syst Sci Data]]></source>
<year>2019</year>
<volume>11</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>1583-601</page-range></nlm-citation>
</ref>
<ref id="B32">
<label>32</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Villavicencio]]></surname>
<given-names><![CDATA[EE]]></given-names>
</name>
<name>
<surname><![CDATA[Medina]]></surname>
<given-names><![CDATA[KD]]></given-names>
</name>
<name>
<surname><![CDATA[Loarte]]></surname>
<given-names><![CDATA[EA]]></given-names>
</name>
<name>
<surname><![CDATA[León]]></surname>
<given-names><![CDATA[HA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Improved rainfall and temperature satellite dataset in areas with scarce weather stations data case study in Ancash, Peru]]></article-title>
<source><![CDATA[Rev Teledetec]]></source>
<year>2022</year>
<numero>60</numero>
<issue>60</issue>
<page-range>17-28</page-range></nlm-citation>
</ref>
<ref id="B33">
<label>33</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gos]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Baranowski]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Krzyszczak]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Kieliszek]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Siwek]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Dynamics of meteorological time series on the base of ground measurements and retrospective data from MERRA-2 for Poland]]></article-title>
<source><![CDATA[Int J Climatol]]></source>
<year>2021</year>
<volume>41</volume>
<numero>^s1</numero>
<issue>^s1</issue>
<supplement>1</supplement>
<page-range>e1531-52</page-range></nlm-citation>
</ref>
<ref id="B34">
<label>34</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[CY]]></given-names>
</name>
<name>
<surname><![CDATA[Aryastana]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Liu]]></surname>
<given-names><![CDATA[GR]]></given-names>
</name>
<name>
<surname><![CDATA[Huang]]></surname>
<given-names><![CDATA[WR]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of satellite precipitation product estimates over Bali Island]]></article-title>
<source><![CDATA[Atmos Res]]></source>
<year>2020</year>
<volume>244</volume>
<page-range>105032</page-range></nlm-citation>
</ref>
<ref id="B35">
<label>35</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Chang]]></surname>
<given-names><![CDATA[YP]]></given-names>
</name>
<name>
<surname><![CDATA[Shangguan]]></surname>
<given-names><![CDATA[DH]]></given-names>
</name>
<name>
<surname><![CDATA[Ding]]></surname>
<given-names><![CDATA[YJ]]></given-names>
</name>
<name>
<surname><![CDATA[Zhang]]></surname>
<given-names><![CDATA[SQ]]></given-names>
</name>
<name>
<surname><![CDATA[Zhao]]></surname>
<given-names><![CDATA[QD]]></given-names>
</name>
<name>
<surname><![CDATA[Wang]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[How do gridded meteorological datasets perform in a typical data-scarce cryospheric basin?]]></article-title>
<source><![CDATA[Adv Clim Chang Res]]></source>
<year>2024</year>
</nlm-citation>
</ref>
<ref id="B36">
<label>36</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[SH]]></given-names>
</name>
<name>
<surname><![CDATA[Vidal]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
<name>
<surname><![CDATA[Ruiz]]></surname>
<given-names><![CDATA[JJ]]></given-names>
</name>
<name>
<surname><![CDATA[Negri]]></surname>
<given-names><![CDATA[PA]]></given-names>
</name>
<name>
<surname><![CDATA[Barruffa]]></surname>
<given-names><![CDATA[AAS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Corrección de sesgos en estimaciones de precipitación basadas en datos satelitales en infrarrojo]]></article-title>
<source><![CDATA[JAIIO]]></source>
<year>2024</year>
<volume>10</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>31-6</page-range></nlm-citation>
</ref>
<ref id="B37">
<label>37</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hobouchian]]></surname>
<given-names><![CDATA[MP]]></given-names>
</name>
<name>
<surname><![CDATA[Salio]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Skabar]]></surname>
<given-names><![CDATA[YG]]></given-names>
</name>
<name>
<surname><![CDATA[Vila]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Garreaud]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of satellite precipitation estimates over the slopes of the subtropical Andes]]></article-title>
<source><![CDATA[Atmos Res]]></source>
<year>2017</year>
<volume>190</volume>
<page-range>43-54</page-range></nlm-citation>
</ref>
<ref id="B38">
<label>38</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[White]]></surname>
<given-names><![CDATA[MJ]]></given-names>
</name>
<name>
<surname><![CDATA[Gambone]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Haney]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Arnold]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Gao]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Development of a station based climate database for SWAT and APEX assessments in the US]]></article-title>
<source><![CDATA[Water]]></source>
<year>2017</year>
<volume>9</volume>
<numero>6</numero>
<issue>6</issue>
<page-range>437</page-range></nlm-citation>
</ref>
<ref id="B39">
<label>39</label><nlm-citation citation-type="journal">
<collab>The PLOS Climate Staff</collab>
<article-title xml:lang=""><![CDATA[Correction Global hydro-climatological indicators and changes in the global hydrological cycle and rainfall patterns]]></article-title>
<source><![CDATA[PLOS Clim]]></source>
<year>2022</year>
<volume>1</volume>
<numero>6</numero>
<issue>6</issue>
</nlm-citation>
</ref>
<ref id="B40">
<label>40</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Carvalho]]></surname>
<given-names><![CDATA[VS]]></given-names>
</name>
<name>
<surname><![CDATA[da Cunha]]></surname>
<given-names><![CDATA[ZA]]></given-names>
</name>
<name>
<surname><![CDATA[Alvarenga]]></surname>
<given-names><![CDATA[LA]]></given-names>
</name>
<name>
<surname><![CDATA[Beskow]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[de Mello]]></surname>
<given-names><![CDATA[CR]]></given-names>
</name>
<name>
<surname><![CDATA[Martins]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of land use changes in the Verde River basin using two hydrological models]]></article-title>
<source><![CDATA[J South Am Earth Sci]]></source>
<year>2022</year>
<volume>118</volume>
<page-range>103954</page-range></nlm-citation>
</ref>
<ref id="B41">
<label>41</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hernández-López]]></surname>
<given-names><![CDATA[JA]]></given-names>
</name>
<name>
<surname><![CDATA[Andrade]]></surname>
<given-names><![CDATA[HJ]]></given-names>
</name>
<name>
<surname><![CDATA[Barrios]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Agricultural drought assessment in dry zones of Tolima, Colombia, using an approach based on water balance and vegetation water stress]]></article-title>
<source><![CDATA[Sci Total Environ]]></source>
<year>2024</year>
<volume>921</volume>
<page-range>171144</page-range></nlm-citation>
</ref>
<ref id="B42">
<label>42</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Morales-Acuña]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Linero-Cueto]]></surname>
<given-names><![CDATA[JR]]></given-names>
</name>
<name>
<surname><![CDATA[Canales]]></surname>
<given-names><![CDATA[FA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Assessment of precipitation variability and trends based on satellite estimations for a heterogeneous Colombian region]]></article-title>
<source><![CDATA[Hydrology]]></source>
<year>2021</year>
<volume>8</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>128</page-range></nlm-citation>
</ref>
<ref id="B43">
<label>43</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Torrez-Batllo]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Mapping historical hydrological changes in the Lake Poopó catchment, Bolivia, with remote sensing]]></source>
<year>2020</year>
<publisher-loc><![CDATA[Guildford ]]></publisher-loc>
<publisher-name><![CDATA[University of Surrey]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B44">
<label>44</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Ramezani Ziarani]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Bookhagen]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[Schmidt]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Wickert]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[de la Torre]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Deng]]></surname>
<given-names><![CDATA[Z]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A model for the relationship between rainfall, GNSS-derived integrated water vapour, and CAPE in the eastern central Andes]]></article-title>
<source><![CDATA[Remote Sens]]></source>
<year>2021</year>
<volume>13</volume>
<numero>18</numero>
<issue>18</issue>
<page-range>3788</page-range></nlm-citation>
</ref>
<ref id="B45">
<label>45</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Achá]]></surname>
<given-names><![CDATA[NA]]></given-names>
</name>
<name>
<surname><![CDATA[Saavedra]]></surname>
<given-names><![CDATA[OC]]></given-names>
</name>
<name>
<surname><![CDATA[Ureña]]></surname>
<given-names><![CDATA[JE]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelación hidrológica en la cuenca del Río Rocha incorporando lineamientos de caudal ecológico]]></article-title>
<source><![CDATA[Inv y Des]]></source>
<year>2022</year>
<volume>22</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>49-62</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
