Description: Freshwater invertebrate communities from stream sites along a habitat disturbance gradient (including old growth forest, logged forest, oil palm with riparian buffers, and oil palm with no buffers) within the SAFE Project experimental area, SAFE surrounding area, Maliau Basin, and Danum Valley.Project: This dataset was collected as part of the following SAFE research project: Diversity and function of stream macroinvertebrates: Effects of habitat conversion and strategies for conservationFunding: These data were collected as part of research funded by: Sime Darby Foundation (Research, SAFE Project)NERC (Studentship, 1122589.0)Proforest (Research)Varley Gradwell Travelling Fellowship (Research)Tim Whitmore Fund (Research)Panton Trust (Research)Cambridge University Commonwealth Fund (Research)This dataset is released under the CC-BY 4.0 licence, requiring that you cite the dataset in any outputs, but has the additional condition that you acknowledge the contribution of these funders in any outputs.Permits: These data were collected under permit from the following authorities:Sabah Biodiversity Centre (SABC) (Research licence JKM/MBS.1000-2/2(37))Sabah Biodiversity Centre (SABC) (Research licence JKM/MBS.1000-2/2(68))Sabah Biodiversity Centre (SABC) (Research licence JKM/MBS:1000-2/2(230))XML metadata: GEMINI compliant metadata for this dataset is available hereFiles: This consists of 1 file: 2_Luke_Inverts_V4_mfh.xlsx2_Luke_Inverts_V4_mfh.xlsxThis file contains dataset metadata and 7 data tables:Water striders (Gerromorpha) (described in worksheet Gerro)Description: Manually captured waterstriders. Rows represent potential functional group/body size x sample site/date combinations, but not each combination had individuals collected.Number of fields: 66Number of data rows: 33905Fields: Locations: Transect sampled (Field type: location)Stream: Stream IDs of where the bugs were collected (Field type: id)Distance: The 10-m section of the stream transect where bugs were collected (Field type: replicate)CollectionDate: Dates of when the bugs were collected (Field type: date)Time: The times of when the bugs were collected (Field type: replicate)PotCode: Pot ID. For example, 1 of 1 means there is only 1 pot for a particular Distance, 1 of 2 means it is the first pot out of 2 for a particular Distance, and so on (Field type: replicate)ID: The ID number for the pots, each Distance can consists of 1 to 3 pots of samples and each pot has its own ID (Field type: id)HabitatType: Habitat type (Field type: categorical)HabitatTypeReplicate: Replicate IDs for the habitat types. For example, the ID for stream 0m at 40-50m as the first replicate for LF/ Logged Forest is LF1.1, while for stream 0m at 20-30m is LF1.2, and so on (Field type: replicate)SortDate: Dates of when sortings were done (Field type: comments)Family: Family of the bugs collected (Field type: taxa)Group: Groups of the bugs based on body forms: 1) CGP (Cylindrostethinae, Gerrinae, and Ptilomerinae), 2) Halobatinae, and 3) Veliidae (Field type: taxa)LifeStage: Life stage of the bugs collected: either Juvenile (J) or Adult (A) (Field type: categorical trait)Length: The body length of the bugs collected (rounded) (Field type: numeric trait)LengthRange: The body length range of the bugs collected (Field type: id)PredictedBiomass: The predicted biomass of the bugs collected, calculated using power regression equations. Zeros indicate groups for which no individuals were present. a. Group CGP = Abundance in any of the cell from column W until BO * (0.04 * (the cell of the Column O (needs to be at the same row as the Abundance cell chosen from any of the column W until BO)/ representing the body length ^ 2.271)), b. Group Halobatinae = the same as above but with 0.072 and 2.218 as the coefficient a and b respectively, c. Group Veliidae = the same as above but with 0.041 and 2.32 as the coefficient a and b respectively. (Field type: numeric)AdultWing: Adult bug's ID based on the presence of wings (if the individual insect is a juvenile, the cell says 'None', instead of 'Winged' or 'Wingless') (Field type: categorical trait)AdultWingAbund: Adult bug's abundance based on the presence of wings (Field type: abundance)PtilomeraMF: Ptilomera sp. IDs based on sex: either male or female (Field type: categorical trait)Note: Notes about people who have sorted the bugs before Martina Harianja (if no one hasn't worked on a particular sample, it's written as 'None') (Field type: comments)PtilomeraMFAbund: Abundance of either male or female adult Ptilomera sp. (Field type: abundance)4spot: Abundance (Field type: abundance)C.scrutator: Abundance (Field type: abundance)Cylindrosthetus.sp.: Abundance (Field type: abundance)Limnometra.sp.: Abundance (Field type: abundance)Metrocoris.sp.1: Abundance (Field type: abundance)Metrocoris.sp.2: Abundance (Field type: abundance)Morphospecies15: Abundance (Field type: abundance)Morphospecies20: Abundance (Field type: abundance)Morphospecies24: Abundance (Field type: abundance)Morphospecies25: Abundance (Field type: abundance)Morphospecies27: Abundance (Field type: abundance)Morphospecies28: Abundance (Field type: abundance)Morphospecies29: Abundance (Field type: abundance)Morphospecies30: Abundance (Field type: abundance)Morphospecies31: Abundance (Field type: abundance)Morphospecies33: Abundance (Field type: abundance)Morphospecies34: Abundance (Field type: abundance)Morphospecies35: Abundance (Field type: abundance)Morphospecies36: Abundance (Field type: abundance)Morphospecies37: Abundance (Field type: abundance)Morphospecies38: Abundance (Field type: abundance)Morphospecies4: Abundance (Field type: abundance)Morphospecies40: Abundance (Field type: abundance)Morphospecies41: Abundance (Field type: abundance)Morphospecies42: Abundance (Field type: abundance)Morphospecies43: Abundance (Field type: abundance)Morphospecies44: Abundance (Field type: abundance)Morphospecies45: Abundance (Field type: abundance)Morphospecies46: Abundance (Field type: abundance)Morphospecies47: Abundance (Field type: abundance)Morphospecies6: Abundance (Field type: abundance)Morphospecies7: Abundance (Field type: abundance)Morphospecies7.sp.2: Abundance (Field type: abundance)Potamometropsis.sp.: Abundance (Field type: abundance)Ptilomera.sp.: Abundance (Field type: abundance)Rhagovelia.sp.: Abundance (Field type: abundance)Rhagovelia.sp.2: Abundance (Field type: abundance)Rhagovelia.sp.3: Abundance (Field type: abundance)Rheumatogonus.sp.1: Abundance (Field type: abundance)Rheumatogonus.sp.2: Abundance (Field type: abundance)Strongylovelia.sp.: Abundance (Field type: abundance)Tenagogonus.sp.1: Abundance (Field type: abundance)Tenagogonus.sp.2: Abundance (Field type: abundance)Ventidius.sp.: Abundance (Field type: abundance)Ventidius.sp.2: Abundance (Field type: abundance)10m Chironomids (described in worksheet Chiron_10m)Description: Sampled from the streambed using a Surber sampler in 2012/2013. Suber sample had quadrat area of 0.33m2 and 250 ��m mesh net. Sampling done at regularly spaced points along the 200m long dragonfly transects.Number of fields: 51Number of data rows: 151Fields: Locations: Location within the SAFE landscape (Field type: location)Stream: Stream name (Field type: id)Distance: Distance along the stream transect (Field type: numeric)StreamDistance: Stream and distance ID (Field type: id)PointLocation: Point location on stream transect (Field type: location)SampleDate: Date sample was collected (Field type: date)SampleTime: Time sample was collected (Field type: time)Cladotanytarsus6teeth: Cladotanytarsus6teeth abundance (Field type: abundance)Cladotanytarsus5teeth: Cladotanytarsus5teeth abundance (Field type: abundance)Orthocladius: Orthocladius abundance (Field type: abundance)CricotopusWorn: CricotopusWorn abundance (Field type: abundance)CricotopusCylindraceus: CricotopusCylindraceus abundance (Field type: abundance)CricotopusOliveri: CricotopusOliveri abundance (Field type: abundance)Thienemanniella: Thienemanniella abundance (Field type: abundance)Thienemanniella2: Thienemanniella2 abundance (Field type: abundance)KelianA: KelianA abundance (Field type: abundance)KelianB: KelianB abundance (Field type: abundance)KelianC: KelianC abundance (Field type: abundance)TanytarsusMendax: TanytarsusMendax abundance (Field type: abundance)TanytarsusNemorosus: TanytarsusNemorosus abundance (Field type: abundance)PolypedilumType2: PolypedilumType2 abundance (Field type: abundance)PolypedilumConvictum: PolypedilumConvictum abundance (Field type: abundance)PolypedilumSp3: PolypedilumSp3 abundance (Field type: abundance)Chironomini1stInstar: Chironomini1stInstar abundance (Field type: abundance)ChironominiGenusB: ChironominiGenusB abundance (Field type: abundance)ChironominiPhoto1: ChironominiPhoto1 abundance (Field type: abundance)ChironominiPhoto2: ChironominiPhoto2 abundance (Field type: abundance)ChironominiPhoto3: ChironominiPhoto3 abundance (Field type: abundance)ChironominiPhoto5: ChironominiPhoto5 abundance (Field type: abundance)CorynoneuraLobata: CorynoneuraLobata abundance (Field type: abundance)Thienemannimyia: Thienemannimyia abundance (Field type: abundance)Parametriocnemus: Parametriocnemus abundance (Field type: abundance)Ceratopogonidae: Ceratopogonidae abundance (Field type: abundance)Cardiocladius: Cardiocladius abundance (Field type: abundance)Ablabesmyia: Ablabesmyia abundance (Field type: abundance)Stenochironomus: Stenochironomus abundance (Field type: abundance)Cryptochironomus: Cryptochironomus abundance (Field type: abundance)Nanocladius: Nanocladius abundance (Field type: abundance)Stictochironomus: Stictochironomus abundance (Field type: abundance)Nilotanypus: Nilotanypus abundance (Field type: abundance)Rheotanytarsus: Rheotanytarsus abundance (Field type: abundance)RheocricotopusChalybeatus: RheocricotopusChalybeatus abundance (Field type: abundance)Dicrotendipes: Dicrotendipes abundance (Field type: abundance)Paratendipes: Paratendipes abundance (Field type: abundance)Pseudorthocladius: Pseudorthocladius abundance (Field type: abundance)Kiefferulus: Kiefferulus abundance (Field type: abundance)Paracladopelma: Paracladopelma abundance (Field type: abundance)Microtendipes: Microtendipes abundance (Field type: abundance)Eukiefferiella: Eukiefferiella abundance (Field type: abundance)Diamesinae: Diamesinae abundance (Field type: abundance)TanytarsiniSurfaceTooth: TanytarsiniSurfaceTooth abundance (Field type: abundance)10m Ephemeroptera, Plecoptera, Tricoptera (EPT) (described in worksheet EPTabun_10m)Description: Sampled from the streambed using a Surber sampler in 2012/2013. Suber sample had quadrat area of 0.33m2 and 250 ��m mesh net. Sampling done at regularly spaced points along the 200m long dragonfly transects.Number of fields: 34Number of data rows: 78Fields: Locations: Location within the SAFE landscape (Field type: location)Stream: Stream name (Field type: id)StreamDistance: Distance along the stream transect (Field type: id)Distance: Stream and distance ID (Field type: id)PointLocation: Point location on stream transect (Field type: location)SampleDate: Date sample was collected (Field type: date)SampleTime: Time sample was collected (Field type: time)Baetidae: Baetidae abundance (Field type: abundance)Leptophlebiidae: Leptophlebiidae abundance (Field type: abundance)Heptageniidae: Heptageniidae abundance (Field type: abundance)Caenidae: Caenidae abundance (Field type: abundance)Tricorythidae: Tricorythidae abundance (Field type: abundance)Euthyplociidae: Euthyplociidae abundance (Field type: abundance)Potamanthidae: Potamanthidae abundance (Field type: abundance)Oligoneuriidae: Oligoneuriidae abundance (Field type: abundance)Ephemeridae: Ephemeridae abundance (Field type: abundance)EphemUnknown: EphemUnknown abundance (Field type: abundance)Perlidae: Perlidae abundance (Field type: abundance)Nemouridae: Nemouridae abundance (Field type: abundance)Leuctridae: Leuctridae abundance (Field type: abundance)Peltoperlidae: Peltoperlidae abundance (Field type: abundance)PlecopUnkown: PlecopUnkown abundance (Field type: abundance)Dipsuedopsidae: Dipsuedopsidae abundance (Field type: abundance)Hydropsychidae: Hydropsychidae abundance (Field type: abundance)Leptoceridae: Leptoceridae abundance (Field type: abundance)Xiphocentronidae: Xiphocentronidae abundance (Field type: abundance)Polycentropodidae: Polycentropodidae abundance (Field type: abundance)Psychomyiidae: Psychomyiidae abundance (Field type: abundance)Ecnomidae: Ecnomidae abundance (Field type: abundance)Philopotamidae: Philopotamidae abundance (Field type: abundance)Hydroptilidae: Hydroptilidae abundance (Field type: abundance)Lepidostomatidae: Lepidostomatidae abundance (Field type: abundance)Calamoceratidae: Calamoceratidae abundance (Field type: abundance)TrichopUnknown: TrichopUnknown abundance (Field type: abundance)10m Odonata nymphs (described in worksheet OdonataNymph)Description: Sampled from the streambed using a Surber sampler in 2012/2013. Suber sample had quadrat area of 0.33m2 and 250 ��m mesh net. Sampling done at regularly spaced points along the 200m long dragonfly transects.Number of fields: 29Number of data rows: 151Fields: Locations: Location within the SAFE landscape (Field type: location)Stream: Stream name (Field type: id)Distance: Distance along the stream transect (Field type: numeric)StreamDistance: Stream and distance ID (Field type: id)SiteCode: Point location on stream transect (Field type: location)Date: Date sample was collected (Field type: date)Time: Time sample was collected (Field type: time)ChlorogomphidaeChlorogomphus: ChlorogomphidaeChlorogomphus abundance (Field type: abundance)GomphidaeLeptogomphus: GomphidaeLeptogomphus abundance (Field type: abundance)GomphidaeMegalogomphus: GomphidaeMegalogomphus abundance (Field type: abundance)GomphidaeBurmagomphus: GomphidaeBurmagomphus abundance (Field type: abundance)GomphidaeOnychogomphus: GomphidaeOnychogomphus abundance (Field type: abundance)GomphidaeGomphidia: GomphidaeGomphidia abundance (Field type: abundance)GomphidaeSinogomphus: GomphidaeSinogomphus abundance (Field type: abundance)GomphidaeHeliogomphus: GomphidaeHeliogomphus abundance (Field type: abundance)GomphidaeIctinogomphus: GomphidaeIctinogomphus abundance (Field type: abundance)GomphidaeUnknown: GomphidaeUnknown abundance (Field type: abundance)MacromiidaeUnknown1: MacromiidaeUnknown1 abundance (Field type: abundance)MacromiidaeMacromia: MacromiidaeMacromia abundance (Field type: abundance)MacromiidaeUnknown2: MacromiidaeUnknown2 abundance (Field type: abundance)LibellulidaeUnknown: LibellulidaeUnknown abundance (Field type: abundance)LibellulidaeTrithemis: LibellulidaeTrithemis abundance (Field type: abundance)EuphaeidaeEuphaea: EuphaeidaeEuphaea abundance (Field type: abundance)CalopterygidaeVestalis: CalopterygidaeVestalis abundance (Field type: abundance)PhilosinidaeRhinagrion: PhilosinidaeRhinagrion abundance (Field type: abundance)PlatystictidaeUnknown: PlatystictidaeUnknown abundance (Field type: abundance)LestidaeUnknown: LestidaeUnknown abundance (Field type: abundance)ChlorocyphidaeUnknown: ChlorocyphidaeUnknown abundance (Field type: abundance)Unknown: Unknown abundance (Field type: abundance)10m benthic insects, order-level (described in worksheet Order_10m)Description: Sampled from the streambed using a Surber sampler in 2012/2013. Suber sample had quadrat area of 0.33m2 and 250 ��m mesh net. Sampling done at regularly spaced points along the 200m long dragonfly transects.Number of fields: 34Number of data rows: 151Fields: Locations: Location within the SAFE landscape (Field type: location)Stream: Stream name (Field type: id)Distance: Distance along the stream transect (Field type: numeric)StreamDistance: Stream and distance ID (Field type: id)PointLocations: Point location on stream transect (Field type: location)SampleDate: Date sample was collected (Field type: date)SampleTime: Time sample was collected (Field type: time)EphemeropteraWhole: EphemeropteraWhole abundance (Field type: abundance)EphemeropteraPart: EphemeropteraPart abundance (Field type: abundance)Ephemeroptera: Ephemeroptera abundan