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identical LULC class for both dates. Conversely, about 1/3 of the mapped space underwent some type of LULC change, based on the LULC change map.  to my daughter never forget that i love you love your dad hearts necklaceAlthough some of the study area has undergone noteworthy LULC change

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can occur on this tropical area during the wet season . LULC lessons can have distinctive runoff potential which are described partly via Soil Conservation Service curve numbers (USDA, 1986; Hong and Adler, 2008). For example, evergreen broadleaved forests have a decrease runoff potential (i.e., SCS curve number) than agricultural cropland for given hydrologic soil group and hydrologic situation class . Extensive conversion of forests to everlasting to my daughter never forget that i love you love your dad hearts necklacecrops or different non-forests can change the runoff traits within a sub-basin (Netzer et al., 2019). Consequently, forests are a most well-liked LULC sort by the MRC for catchments being used for water supplies . Some new IFP areas have been observed with ∼three occasions more IFP mapped on the 2010 vs. 1997 LULC map . The quantity of mapped IFP in 2010 is a really low share of the entire mapped space. However, the quantity of IFP mapped on a minimum of the 2010 date is somewhat conservatively estimated, given IFP mapping for 2010 was primarily based on 1 date of dry season Landsat data by which a number of the IFPs had been highly green and different IFP patches have been senesced. Improved classifications of IFP may be produced using multiple dates of Landsat knowledge from totally different instances of 12 months when such is out there in cloud-free kind (Fan et al., 2015; Hurni et al., 2017).  2014), it appears doubtless that there was some enlargement of IFP areas since 2010 within the SBs 1–eight of the LMB. More work is needed to provide a extra updated LULC map for assessing

expansion of IFP areas in addition to different LULC modifications in the LMB since 2010. When doing so, it might be possible to enhance maps of IFP areas utilizing a mixture of harmonized Landsat and Sentinel-2 knowledge so that classification of phenology of rubber trees can be higher leveraged in deriving more practical IFP maps. Such a strategy could enhance the availably of cloud free knowledge within the cloud susceptible tropical portion of the LMB for both the leaf-on and leaf-off states of IFP, though further information processing may be wanted to successfully combine use of the Landsat and Sentinel-2 data (Flood, 2017; Claverie et al., 2018). Use of time series knowledge processing methods (Robinson et al., 2017; Jönsson et al., 2018) could further enhance the Landsat/Sentinel-2 reflectance information merchandise wanted to map IFP areas across a broad region like the LMB. The 1997–2010 LULC change map indicates a mixture of forest and agricultural LULC change lessons occurred, together with about 2/3 of the whole space staying the

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