diff --git a/gtfs2ntfs/Cargo.toml b/gtfs2ntfs/Cargo.toml
index b6ec729fb..564423d13 100644
--- a/gtfs2ntfs/Cargo.toml
+++ b/gtfs2ntfs/Cargo.toml
@@ -15,13 +15,10 @@ keywords = ["gtfs", "ntfs", "transit"]
 chrono = "0.4"
 failure = "0.1"
 log = "0.4"
-slog = "2.5"
-slog-async = "2.3"
-slog-envlogger = "2.1"
-slog-scope = "4.1"
-slog-stdlog = "4.0"
-slog-term = "2.4"
 structopt = "0.3"
+tracing = { version = "0.1", features = ["log", "release_max_level_info"] }
+tracing-log = "0.1"
+tracing-subscriber = "0.2"
 transit_model = { path = "../" }
 lazy_static = "1"
 
diff --git a/gtfs2ntfs/src/main.rs b/gtfs2ntfs/src/main.rs
index 2826f6148..5a3923d6a 100644
--- a/gtfs2ntfs/src/main.rs
+++ b/gtfs2ntfs/src/main.rs
@@ -16,10 +16,9 @@
 
 use chrono::{DateTime, FixedOffset};
 use log::info;
-use slog::{slog_o, Drain};
-use slog_async::OverflowStrategy;
 use std::path::PathBuf;
 use structopt::StructOpt;
+use tracing_subscriber::{layer::SubscriberExt as _, util::SubscriberInitExt as _};
 use transit_model::{read_utils, transfers::generates_transfers, PrefixConfiguration, Result};
 
 lazy_static::lazy_static! {
@@ -94,25 +93,6 @@ struct Opt {
     waiting_time: u32,
 }
 
-fn init_logger() -> slog_scope::GlobalLoggerGuard {
-    let decorator = slog_term::TermDecorator::new().stdout().build();
-    let drain = slog_term::CompactFormat::new(decorator).build().fuse();
-    let mut builder = slog_envlogger::LogBuilder::new(drain).filter(None, slog::FilterLevel::Info);
-    if let Ok(s) = std::env::var("RUST_LOG") {
-        builder = builder.parse(&s);
-    }
-    let drain = slog_async::Async::new(builder.build())
-        .chan_size(256) // Double the default size
-        .overflow_strategy(OverflowStrategy::Block)
-        .build()
-        .fuse();
-    let logger = slog::Logger::root(drain, slog_o!());
-
-    let scope_guard = slog_scope::set_global_logger(logger);
-    slog_stdlog::init().unwrap();
-    scope_guard
-}
-
 fn run(opt: Opt) -> Result<()> {
     info!("Launching gtfs2ntfs...");
 
@@ -156,7 +136,10 @@ fn run(opt: Opt) -> Result<()> {
 }
 
 fn main() {
-    let _log_guard = init_logger();
+    tracing_subscriber::registry()
+        .with(tracing_subscriber::fmt::layer())
+        .with(tracing_subscriber::filter::EnvFilter::from_default_env())
+        .init();
     if let Err(err) = run(Opt::from_args()) {
         for cause in err.iter_chain() {
             eprintln!("{}", cause);