cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19870509.v1
title: Long non-coding RNA LINC00616 promotes ferroptosis of periodontal ligament stem cells via the microRNA-370 / transferrin receptor axis

description: This study was designed to explore the role of lncRNA LINC00616 in the regulation of periodontitis. Cellular functions were measured using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) and terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) assays. The content of reactive oxygen species, Fe<sup>2+</sup>, glutathione, and malondialdehyde were measured to determine ferroptosis in <i>Porphyromonas gingivalis</i> lipopolysaccharide (LPS-PG) treated periodontal ligament stem cells (PDLSCs), as well as expression of glutathione peroxidase 4 (GPX4), solute carrier family 7 member 11, and acyl-CoA synthetase long-chain family member 4 proteins mRNA and miRNA levels were measured by quantitative reverse-transcription polymerase chain reaction (qRT-PCR). Western blot analysis was performed to assess protein expression. Targeting relationships were predicted using StarBase and TargetScan and verified by a dual luciferase reporter assay. The lncRNA LINC00616 was upregulated in periodontitis ligament tissues of patients with periodontitis and in PDLSCs treated with LPS-PG. Inhibition of LINC00616 promoted cell viability and suppressed ferroptosis of PDLSCs. miR-370 was verified to be a target of LINC00616, and suppressed miR-370 reversed the effects of LINC00616 knockdown on cell viability and ferroptosis in PDLSCs. Additionally, miR-370 targeting the transferrin receptor protein and upregulated transferrin receptor (TFRC) abolished the effects of overexpressed miR-370 on cell viability and ferroptosis of PDLSCs. LINC00616 acted as a competitive endogenous RNA (ceRNA) to promote ferroptosis of PDLSCs via the miR-370/TFRC axis. Therefore, LINC00616 knockdown may be a promising therapeutic strategy for periodontitis.
DOI: 10.6084/m9.figshare.13578675
title: Additional file 8 of Proteome-wide and lysine crotonylation profiling reveals the importance of crotonylation in chrysanthemum (Dendranthema grandiforum) under low-temperature

description: Additional file 8: Table S6. Photosynthesis-related orthologous crotonylated proteins of chrysanthemum compared with other species.
DOI: 10.48597/tka6-7m87
title: Measurement of Inorganics in air and particle phase at Aspvreten

description: Measurement of Inorganics in air and particle phase at Aspvreten
DOI: 10.48597/tp5m-3fvq
title: Measurement of Nitrogen_dioxide at Rörvik

description: Measurement of Nitrogen_dioxide at Rörvik
DOI: 10.48597/u7uf-cm6k
title: Measurement of Inorganics in precipitation at Vavihill

description: Measurement of Inorganics in precipitation at Vavihill
DOI: 10.48597/ucbx-j6k9
title: Measurement of Sulphate_total at Hoburgen

description: Measurement of Sulphate_total at Hoburgen
DOI: 10.48597/uh6s-dvbt
title: Measurement of Sulphate_total at Velen

description: Measurement of Sulphate_total at Velen
DOI: 10.48597/vb8p-8zdb
title: Measurement of Inorganics in precipitation at Vavihill

description: Measurement of Inorganics in precipitation at Vavihill
DOI: 10.48597/vgrd-5wf5
title: Measurement of Sulphate_total at Hoburgen

description: Measurement of Sulphate_total at Hoburgen
DOI: 10.48597/vnm7-wqax
title: Measurement of Sulphur_dioxide at Hoburgen

description: Measurement of Sulphur_dioxide at Hoburgen
DOI: 10.48597/vxtw-4255
title: Measurement of Inorganics in air and particle phase at Aspvreten

description: Measurement of Inorganics in air and particle phase at Aspvreten
DOI: 10.48597/w2pw-qsgh
title: Measurement of Sulphur_dioxide at Aspvreten

description: Measurement of Sulphur_dioxide at Aspvreten
DOI: 10.48597/w64p-bcfy
title: Measurement of Inorganics in air and particle phase at Rörvik

description: Measurement of Inorganics in air and particle phase at Rörvik
DOI: 10.48597/wxd5-sxd3
title: Measurement of Inorganics in air and particle phase at Hoburgen

description: Measurement of Inorganics in air and particle phase at Hoburgen
DOI: 10.48597/x2s8-hqxp
title: Measurement of Inorganics in air and particle phase at Vavihill

description: Measurement of Inorganics in air and particle phase at Vavihill
DOI: 10.48597/x5jm-dgaf
title: Measurement of Inorganics in air and particle phase at Aspvreten

description: Measurement of Inorganics in air and particle phase at Aspvreten
DOI: 10.48597/x7he-b5g4
title: Measurement of Inorganics in precipitation at Aspvreten

description: Measurement of Inorganics in precipitation at Aspvreten
DOI: 10.48597/xbkm-msrm
title: Measurement of Sulphur_dioxide at Hoburgen

description: Measurement of Sulphur_dioxide at Hoburgen
DOI: 10.48597/xdjc-shax
title: Measurement of Inorganics in precipitation at Vavihill

description: Measurement of Inorganics in precipitation at Vavihill
DOI: 10.48597/xnag-m5ry
title: Measurement of Sulphate_total at Hoburgen

description: Measurement of Sulphate_total at Hoburgen
DOI: 10.48597/xq7d-wwqc
title: Measurement of Inorganics in precipitation at Vavihill

description: Measurement of Inorganics in precipitation at Vavihill
DOI: 10.48597/xx9h-3knm
title: Measurement of Inorganics in precipitation at Vavihill

description: Measurement of Inorganics in precipitation at Vavihill
DOI: 10.48597/y9mu-k6zj
title: Measurement of Inorganics in air and particle phase at Bredkälen

description: Measurement of Inorganics in air and particle phase at Bredkälen
DOI: 10.48597/ygra-bxne
title: Measurement of Inorganics in air and particle phase at Rörvik

description: Measurement of Inorganics in air and particle phase at Rörvik
DOI: 10.48597/yqqk-s267
title: Measurement of Inorganics in precipitation at Aspvreten

description: Measurement of Inorganics in precipitation at Aspvreten
DOI: 10.48597/yv4t-aubu
title: Measurement of Inorganics in air and particle phase at Hoburgen

description: Measurement of Inorganics in air and particle phase at Hoburgen
DOI: 10.48597/z2b7-pmjp
title: Measurement of Nitrogen_dioxide at Rörvik

description: Measurement of Nitrogen_dioxide at Rörvik
DOI: 10.48597/zrks-3tkt
title: Measurement of Inorganics in air and particle phase at Aspvreten

description: Measurement of Inorganics in air and particle phase at Aspvreten
DOI: 10.48597/zv8f-fdp4
title: Measurement of Sulphate_total at Hoburgen

description: Measurement of Sulphate_total at Hoburgen
DOI: 10.48597/zyeq-8nfp
title: Measurement of Sulphur_dioxide at Vavihill

description: Measurement of Sulphur_dioxide at Vavihill
DOI: 10.48597/2fby-f649
title: Measurement of Precipitation_amount at Bredkälen

description: Measurement of Precipitation_amount at Bredkälen
DOI: 10.48597/2kka-tcf6
title: Measurement of Precipitation_amount at Banchory

description: Measurement of Precipitation_amount at Banchory
DOI: 10.48597/2p2g-9uec
title: Measurement of Heavy metals and inorganics in precipitation at Viana do Castelo

description: Measurement of Heavy metals and inorganics in precipitation at Viana do Castelo
DOI: 10.48597/3afn-8n25
title: Measurement of Precipitation_amount at Storhofdi

description: Measurement of Precipitation_amount at Storhofdi
DOI: 10.48597/3ajq-bduj
title: Measurement of Heavy metals at Birkenes

description: Measurement of Heavy metals at Birkenes
DOI: 10.48597/3cs9-vttd
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/3fxt-fxxk
title: Measurement of Lead at Birkenes

description: Measurement of Lead at Birkenes
DOI: 10.48597/3jpb-bkmn
title: Measurement of Heavy metals at Deuselbach

description: Measurement of Heavy metals at Deuselbach
DOI: 10.48597/3n2w-j8p9
title: Measurement of Titanium at High Muffles

description: Measurement of Titanium at High Muffles
DOI: 10.48597/3zxr-9awv
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/462f-t8hk
title: Measurement of Arsenic at East Ruston

description: Measurement of Arsenic at East Ruston
DOI: 10.48597/485r-nxgp
title: Measurement of Zinc at Angra do Heroismo

description: Measurement of Zinc at Angra do Heroismo
DOI: 10.48597/4qb8-qpm7
title: Measurement of Zinc at Kemeri

description: Measurement of Zinc at Kemeri
DOI: 10.48597/4uh4-mugn
title: Measurement of Precipitation_amount at Arup

description: Measurement of Precipitation_amount at Arup
DOI: 10.48597/4vp6-p9b9
title: Measurement of Precipitation_amount at Kårvatn

description: Measurement of Precipitation_amount at Kårvatn
DOI: 10.48597/5nnx-qegk
title: Measurement of Heavy metals at Hvasser

description: Measurement of Heavy metals at Hvasser
DOI: 10.48597/5pub-bzkg
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/5rj8-wbjm
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/5xca-dhxn
title: Measurement of Ammonium at Lista

description: Measurement of Ammonium at Lista
DOI: 10.48597/62er-vv55
title: Measurement of Mercury at Råö

description: Measurement of Mercury at Råö
DOI: 10.48597/63wc-cnz8
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.48597/649t-aytr
title: Measurement of Heavy metals at East Ruston

description: Measurement of Heavy metals at East Ruston
DOI: 10.48597/6b4y-bp47
title: Measurement of Bromide at Reykjavik

description: Measurement of Bromide at Reykjavik
DOI: 10.48597/6gps-yp6d
title: Measurement of Nickel at Angra do Heroismo

description: Measurement of Nickel at Angra do Heroismo
DOI: 10.48597/6mhy-ckmr
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/6wdm-4e46
title: Measurement of Heavy metals at Haapasaari

description: Measurement of Heavy metals at Haapasaari
DOI: 10.48597/79fq-d2ax
title: Measurement of Manganese at Angra do Heroismo

description: Measurement of Manganese at Angra do Heroismo
DOI: 10.48597/82sq-u8dr
title: Measurement of Nickel at East Ruston

description: Measurement of Nickel at East Ruston
DOI: 10.48597/8ky7-wf8m
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/8nyu-whzq
title: Measurement of Precipitation_amount_off at Monte Velho

description: Measurement of Precipitation_amount_off at Monte Velho
DOI: 10.48597/9qjm-zswm
title: Measurement of Manganese at Preila

description: Measurement of Manganese at Preila
DOI: 10.48597/9txv-3rcg
title: Measurement of Precipitation_amount_off at Reykjavik

description: Measurement of Precipitation_amount_off at Reykjavik
DOI: 10.48597/9yjn-aepg
title: Measurement of Heavy metals at Preila

description: Measurement of Heavy metals at Preila
DOI: 10.48597/a487-ss36
title: Measurement of Heavy metals at Bjørnøya

description: Measurement of Heavy metals at Bjørnøya
DOI: 10.48597/a9ex-uw9q
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.48597/aadz-6bmw
title: Measurement of Precipitation_amount at Westerland

description: Measurement of Precipitation_amount at Westerland
DOI: 10.48597/ardp-gpxz
title: Measurement of Heavy metals at Zoseni

description: Measurement of Heavy metals at Zoseni
DOI: 10.48597/b387-2qvy
title: Measurement of Heavy metals at Banchory

description: Measurement of Heavy metals at Banchory
DOI: 10.48597/bbjr-6reg
title: Measurement of Cadmium at Angra do Heroismo

description: Measurement of Cadmium at Angra do Heroismo
DOI: 10.48597/bcfr-ndyf
title: Measurement of Heavy metals at Deuselbach

description: Measurement of Heavy metals at Deuselbach
DOI: 10.48597/bj4m-9wyf
title: Measurement of Inorganics in air and particle phase at Finokalia

description: Measurement of Inorganics in air and particle phase at Finokalia
DOI: 10.48597/byvg-9wae
title: Measurement of Mercury at Råö

description: Measurement of Mercury at Råö
DOI: 10.48597/c6bh-8s84
title: Measurement of Lead at Angra do Heroismo

description: Measurement of Lead at Angra do Heroismo
DOI: 10.48597/cj7x-vacq
title: Measurement of Heavy metals at Knokke

description: Measurement of Heavy metals at Knokke
DOI: 10.48597/cq45-nv6z
title: Measurement of Chromium at High Muffles

description: Measurement of Chromium at High Muffles
DOI: 10.48597/dcyy-kwqx
title: Measurement of Heavy metals at East Ruston

description: Measurement of Heavy metals at East Ruston
DOI: 10.48597/ddy6-q8ss
title: Measurement of Sulphate_total at Lista

description: Measurement of Sulphate_total at Lista
DOI: 10.48597/dkwv-sptv
title: Measurement of Cadmium at Svratouch

description: Measurement of Cadmium at Svratouch
DOI: 10.48597/ecmz-qvef
title: Measurement of Precipitation_amount at Arup

description: Measurement of Precipitation_amount at Arup
DOI: 10.48597/edy3-baj4
title: Measurement of Heavy metals at Kemeri

description: Measurement of Heavy metals at Kemeri
DOI: 10.48597/em3u-7n6r
title: Measurement of Heavy metals at High Muffles

description: Measurement of Heavy metals at High Muffles
DOI: 10.48597/f23z-5frf
title: Measurement of Heavy metals at Svratouch

description: Measurement of Heavy metals at Svratouch
DOI: 10.48597/ftnn-wc9a
title: Measurement of Lead at Preila

description: Measurement of Lead at Preila
DOI: 10.48597/gq4u-2md4
title: Measurement of Mercury at Westerland

description: Measurement of Mercury at Westerland
DOI: 10.48597/gwgh-da47
title: Measurement of Zinc at Liesek

description: Measurement of Zinc at Liesek
DOI: 10.48597/hbd5-wr99
title: Measurement of Precipitation_amount_off at Viana do Castelo

description: Measurement of Precipitation_amount_off at Viana do Castelo
DOI: 10.48597/hzkb-czjk
title: Measurement of Zinc at Stará Lesná

description: Measurement of Zinc at Stará Lesná
DOI: 10.48597/j4nn-x6vb
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.6084/m9.figshare.21443269.v1
title: Immune persistence induced by two-dose BBIBP-CorV vaccine with different intervals, and immunogenicity and safety of a homologous booster dose in high-risk occupational population

description: The immune persistence of neutralizing antibodies elicited by BBIBP-CorV vaccines on day 0–14, 0–21 and 0–28 schedule, and the immunogenicity and safety of a homologous booster dose after different priming vaccination regimens is scarcely reported. : Responders (GMT≥16) at day 28, after priming with the two-dose vaccine, were followed up at 3, 6, and 10 months. Eligible participants received a homologous booster dose at month 10 and were followed-up 28 days post-booster. The GMT of neutralizing antibodies in 0–28d-10 m and 0–21d-10 m group were significantly higher than 0–14d-10 m group from month 3 (71.6 & 64.2 vs 46.4, <i>p</i> &lt; 0.001) to month 10 (32.4 & 28.8 vs 20.3, <i>p</i> &lt; 0.001) after the second dose. On day 28 post-booster, a remarkable rebound in neutralizing antibodies (246.2, 277.5, and 288.6, respectively) was observed in the three groups. All adverse reactions were mild after booster injection. The priming two-dose BBIBP-CorV vaccine with 0–28 days and 0–21 days schedule could lead to a longer persistence of neutralizing antibody than the 0–14 days schedule. Regardless of the priming vaccination regimens, a homologous booster dose led to a strong rebound in neutralizing antibodies and might persist for at least 18 months.
DOI: 10.48597/jha9-ujmv
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.48597/jj9s-qyrr
title: Measurement of Nickel at High Muffles

description: Measurement of Nickel at High Muffles
DOI: 10.48597/jney-tzkt
title: Measurement of Copper at High Muffles

description: Measurement of Copper at High Muffles
DOI: 10.48597/jrfw-ahjx
title: Measurement of Heavy metals at Hailuoto

description: Measurement of Heavy metals at Hailuoto
DOI: 10.6084/m9.figshare.19870509
title: Long non-coding RNA LINC00616 promotes ferroptosis of periodontal ligament stem cells via the microRNA-370 / transferrin receptor axis

description: This study was designed to explore the role of lncRNA LINC00616 in the regulation of periodontitis. Cellular functions were measured using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) and terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) assays. The content of reactive oxygen species, Fe<sup>2+</sup>, glutathione, and malondialdehyde were measured to determine ferroptosis in <i>Porphyromonas gingivalis</i> lipopolysaccharide (LPS-PG) treated periodontal ligament stem cells (PDLSCs), as well as expression of glutathione peroxidase 4 (GPX4), solute carrier family 7 member 11, and acyl-CoA synthetase long-chain family member 4 proteins mRNA and miRNA levels were measured by quantitative reverse-transcription polymerase chain reaction (qRT-PCR). Western blot analysis was performed to assess protein expression. Targeting relationships were predicted using StarBase and TargetScan and verified by a dual luciferase reporter assay. The lncRNA LINC00616 was upregulated in periodontitis ligament tissues of patients with periodontitis and in PDLSCs treated with LPS-PG. Inhibition of LINC00616 promoted cell viability and suppressed ferroptosis of PDLSCs. miR-370 was verified to be a target of LINC00616, and suppressed miR-370 reversed the effects of LINC00616 knockdown on cell viability and ferroptosis in PDLSCs. Additionally, miR-370 targeting the transferrin receptor protein and upregulated transferrin receptor (TFRC) abolished the effects of overexpressed miR-370 on cell viability and ferroptosis of PDLSCs. LINC00616 acted as a competitive endogenous RNA (ceRNA) to promote ferroptosis of PDLSCs via the miR-370/TFRC axis. Therefore, LINC00616 knockdown may be a promising therapeutic strategy for periodontitis.
DOI: 10.48597/jz25-mr4h
title: Measurement of Heavy metals at High Muffles

description: Measurement of Heavy metals at High Muffles
DOI: 10.48597/m87t-48mw
title: Measurement of Precipitation_amount at Aspvreten

description: Measurement of Precipitation_amount at Aspvreten
DOI: 10.48597/mjar-nw6w
title: Measurement of Heavy metals at Lista

description: Measurement of Heavy metals at Lista
DOI: 10.48597/mzux-qs3y
title: Measurement of Heavy metals at Valentia Observatory

description: Measurement of Heavy metals at Valentia Observatory
DOI: 10.48597/n439-m4u5
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.6084/m9.figshare.19346163.v1
title: SNHG1-miR-186-5p-YY1 feedback loop alleviates hepatic ischemia/reperfusion injury

description: As a common cause of liver injury, hepatic ischemia/reperfusion injury (HIRI) happens in various clinical conditions including trauma, hepatectomy and liver transplantation. Since transcription factor Yin Yang 1 (YY1) was reported to be downregulated after ischemia/reperfusion (I/R) injury, we focused on YY1 to explore its function in HIRI by functional assays like Cell Counting Kit-8 (CCK-8) assays and flow cytometry assays. The RT-qPCR assay revealed that YY1 was downregulated in hepatocytes after I/R injury. The function assays disclosed that YY1 facilitated cell viability and proliferation, but hindered cell apoptosis in hepatocytes after I/R injury. Through mechanism assays including luciferase reporter assay, RIP and RNA pulldown assay, miR-186-5p was found to bind with YY1 and promote hepatocyte apoptosis by targeting YY1. Subsequently, we verified that small nucleolar RNA host gene 1 (SNHG1) could sponge miR-186-5p to upregulate YY1. Importantly, we figured out that YY1 had a positive regulation on SNHG1. Along the way, YY1 was identified as the upstream transcription factor for SNHG1. In conclusion, our study unveiled a novel competing endogenous RNA (ceRNA) pattern of SNHG1/miR-186-5p/YY1 positive feedback loop in hepatic I/R injury, which might provide new insight into prevention of HIRI during liver transplantation or hepatic surgery.
DOI: 10.48597/na3j-j4yn
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.48597/ng2d-w6r2
title: Measurement of Inorganics in precipitation at Lista

description: Measurement of Inorganics in precipitation at Lista
DOI: 10.48597/ngm4-mn8d
title: Measurement of Heavy metals at Rucava

description: Measurement of Heavy metals at Rucava
DOI: 10.6084/m9.figshare.13578678
title: Additional file 9 of Proteome-wide and lysine crotonylation profiling reveals the importance of crotonylation in chrysanthemum (Dendranthema grandiforum) under low-temperature

description: Additional file 9: Table S7. Antioxidant enzyme-related orthologous crotonylated proteins of chrysanthemum compared with other species.
DOI: 10.6084/m9.figshare.13578678.v1
title: Additional file 9 of Proteome-wide and lysine crotonylation profiling reveals the importance of crotonylation in chrysanthemum (Dendranthema grandiforum) under low-temperature

description: Additional file 9: Table S7. Antioxidant enzyme-related orthologous crotonylated proteins of chrysanthemum compared with other species.
DOI: 10.6084/m9.figshare.19346163
title: SNHG1-miR-186-5p-YY1 feedback loop alleviates hepatic ischemia/reperfusion injury

description: As a common cause of liver injury, hepatic ischemia/reperfusion injury (HIRI) happens in various clinical conditions including trauma, hepatectomy and liver transplantation. Since transcription factor Yin Yang 1 (YY1) was reported to be downregulated after ischemia/reperfusion (I/R) injury, we focused on YY1 to explore its function in HIRI by functional assays like Cell Counting Kit-8 (CCK-8) assays and flow cytometry assays. The RT-qPCR assay revealed that YY1 was downregulated in hepatocytes after I/R injury. The function assays disclosed that YY1 facilitated cell viability and proliferation, but hindered cell apoptosis in hepatocytes after I/R injury. Through mechanism assays including luciferase reporter assay, RIP and RNA pulldown assay, miR-186-5p was found to bind with YY1 and promote hepatocyte apoptosis by targeting YY1. Subsequently, we verified that small nucleolar RNA host gene 1 (SNHG1) could sponge miR-186-5p to upregulate YY1. Importantly, we figured out that YY1 had a positive regulation on SNHG1. Along the way, YY1 was identified as the upstream transcription factor for SNHG1. In conclusion, our study unveiled a novel competing endogenous RNA (ceRNA) pattern of SNHG1/miR-186-5p/YY1 positive feedback loop in hepatic I/R injury, which might provide new insight into prevention of HIRI during liver transplantation or hepatic surgery.
DOI: 10.4121/96c54816-4e36-4285-89fd-a63e478f9acd
title: Digital Soil Maps underlying the publication "high-resolution digital soil mapping of amorphous iron- and aluminium-(hydr)oxides to guide sustainable phosphorus and carbon management"

description: This dataset contains digital soil maps (.tiff) of predicted soil contents of oxalate-extractable iron and aluminium at a 25 m spatial resolution across six depth layers (0-5 cm, 5-10 cm, 10-25 cm, 25-60 cm, 60-100 cm and 100-200 cm) for agricultural fields in the Netherlands. For each of these depth layers, there is a map of mean predictions, the 5th, 50th (median) and 95th quantile predictions, as well as the 90% prediction interval (PI90 = 95th - 5th quantile) and prediction interval ratio (PIR = PI90 / median). PI90 and PIR represent absolute and relative uncertainty predictions, respectively. The maps were created using Quantile Regression Forest models, which were calibrated using geo-referenced wet-chemical measurements (n = 12,110) and near-infrared (NIR) estimates (n = 102,393) of oxalate-extractable iron and aluminium and over 150 spatial covariates (spatially explicit environmental variables of soil forming factors). See publication for details, including the assessment of map quality using design-based statistical inference.<br>
DOI: 10.15468/9kuonu
title: FBIP: Stellenbosch University: Freshwater Prawns Survey

description: Distribution of fresh water prawns in the Eastern Cape and KwaZulu Natal rivers.